Independently published, 2024. — 189 p. Unlock the full potential of regular expressions (regex) with this comprehensive guide designed for developers, data scientists, and anyone who works with text. "Mastering Regular Expressions" takes you from the basics of pattern matching to advanced concepts, offering practical examples, real-world applications, and hands-on exercises to...
Independently published, 2024. — 189 p. Unlock the full potential of regular expressions (regex) with this comprehensive guide designed for developers, data scientists, and anyone who works with text. "Mastering Regular Expressions" takes you from the basics of pattern matching to advanced concepts, offering practical examples, real-world applications, and hands-on exercises to...
М.: ДМК Пресс, 2023. — 416 с. В книге описаны инструменты и методы обработки неструктурированных текстов. Прочитав ее, вы научитесь пользоваться полнотекстовым поиском, распознавать имена собственные, производить кластеризацию, пометку, извлечение информации и автореферирование. Знакомство с фундаментальными принципами сопровождается изучением реальных применений. Примеры...
Wiley-IEEE Press, 2025. — 347 p. Thorough review of foundational concepts and advanced techniques in natural language processing (NLP) and its impact across sectors. Supported by examples and case studies throughout,Language Intelligence provides an in-depth exploration of the latest advancements in natural language processing (NLP), offering a unique blend of insight on...
Springer, 2025. — 514 p. About half a century ago, AI pioneers like Marvin Minsky embarked on the ambitious project of emulating how the human mind encodes and decodes meaning. While today we have a better understanding of the brain thanks to neuroscience, we are still far from unlocking the secrets of the mind, especially when it comes to language, the prime example of human...
Springer, 2025. — 208 p. — ISBN 978-3-031-68581-1. Генерация естественного языка In late 2022, the prominence of Natural Language Generation (NLG) surged with the advent of advanced language models like ChatGPT. While these developments have captivated both academic and commercial sectors, the focus has predominantly been on the latest innovations, often overlooking the rich...
Springer, 2025. — 208 p. — ISBN 978-3-031-68581-1. In late 2022, the prominence of Natural Language Generation (NLG) surged with the advent of advanced language models like ChatGPT. While these developments have captivated both academic and commercial sectors, the focus has predominantly been on the latest innovations, often overlooking the rich history and foundational work in...
Cuantum Technologies, 2024. — 599 p. Are you fascinated by the power of language and eager to harness its potential using cutting-edge technology? Do you want to transform raw text data into valuable insights, build intelligent systems, and stay ahead in the rapidly evolving field of Natural Language Processing (NLP)? Look no further! this book is here to equip you with the...
Springer, 2025. — 114 p. This book provides a practical guide on annotating emotions in natural language data and showcases how these annotations can improve Natural Language Processing (NLP) and Natural Language Understanding (NLU) models and applications. The author presents an introduction to emotion as well as the ethical considerations on emotion annotation....
Человеческий фактор в языке. Коммуникация, модальность, дейксис / [Н.Д. Арутюнова, Т.В. Булыгина, А.А. Кибрик и др.; Отв. ред. Т.В. Булыгина] ; Российская Академия наук, Институт языкознания. - Москва : Наука, 1992. - 280, [1] с. Коллективная монография, завершающая серию «Роль человеческого фактора в языке», посвящена отношениям между языком и человеком, языком и...
Монография. — М.: ФИЦ ИУ РАН, 2023. — 356 с. — ISBN 978-5-6050647-0-1. В монографии рассмотрены проблемы разноуровневой обработки естественного языка. Представлены методы семантического и дискурсивного анализа текстов на русском языке, методы семантического и вопросно-ответного поиска, интеллектуального анализа текстов с использованием разноуровневых лингвистических структур....
MIT Press, 2024. — 504 p. An anthology of seven decades of English-language outputs from computer generation systems, chronicling the vast history of machine-written texts created long before ChatGPT. The discussion of computer-generated text has recently reached a fever pitch but largely omits the long history of work in this area—text generation, as it happens, was not...
Berlin: Language Science Press, 2024. — iv, 240 p. — (Topics at the Grammar-Discourse Interface 10; ISSN 2567-3335). — ISBN 978-3-96110-481-9. This volume results from the workshop ”Discourse obligates — How and why discourse limits the way we express what we express” at the 44th Annual Meeting of the German Linguistic Society in Tübingen, Germany. The workshop brought — and...
Springer, 2024. — 385 p. This volume presents a selection of articles which explore methodological and applicative aspects of textual data analysis. Divided into four parts, it begins by focusing on statistical methods, and then moves on to problems in quantitative language processing. After discussing the challenging task of text mining in relation to emotional and sentiment...
2nd edition. — Berlin: Language Science Press, 2024. — xiv, 356 p. — (Textbooks in Language Sciences 14; ISSN 2364-6209). — ISBN 978-3-96110-480-2. This book offers an accessible introduction to the ways that language is processed and produced by computers, a field that has recently exploded in interest. The book covers writing systems, tools to help people write,...
Routledge, 2025. — 144 p. Most digital content, whether it be thousands of news articles or millions of social media posts, is too large for the naked eye alone. Often, the advent of immense datasets requires a more productive approach to labeling media beyond a team of researchers. This book offers practical guidance and Python code to traverse the vast expanses of...
Научная статья. — Экономические и социально-гуманитарные исследования. — 2022. — № 4 (36). — С. 83–89. Компьютерная лингвистика рассмотрена как ключевой компонент при создании искусственных интеллектуальных систем. Выдвинута гипотеза, что искусственные интеллектуальные системы способны полностью изменить классические представления о субъект-объектном взаимодействии. Показано,...
Independently published, 2023. — 80 p. — ASIN B0CMDJX66N. Tailored for those with a foundational understanding, this guide thrusts you into the heart of advanced NLP techniques, ensuring you gain mastery over the subject. Deep Dives, Deeper Insights: Each chapter is designed to plunge you into specific toolkits, exploring their capabilities, advanced features, and potential...
Berlin: Language Science Press, 2024. — xiii, 260 p. — (Topics at the Grammar-Discourse Interface 9; ISSN 2567-3335). — ISBN 978-3-96110-471-0. Reference production, often termed Referring Expression Generation (REG) in computational linguistics, encompasses two distinct tasks: (1) one-shot REG, and (2) REG incontext. One-shot REG explores which properties of a referent offer a...
Berlin: Language Science Press, 2024. — xv, 354 p. — (Phraseology and Multiword Expressions 6; ISSN 2625-3127). — ISBN 978-3-96110-470-3. This volume contains chapters that paint the current landscape of the multiword expressions (MWE) representation in lexical resources, in view of their robust identification and computational processing. Both large-size general lexica and...
Учебное пособие. — Ярославль: ЯрГУ, 2024. — 171 с. Учебное пособие предназначено как для знакомства с возможностями информационных технологий в области автоматической обработки текста, так и для изучения современных моделей текста и ме тодов решения классических задач компьютерной лингвистики: классификации текстов, анализа тональности, выделения ключевых слов, распознавания...
CRC Press, 2024. — 176 р. — ISBN: 978-1-003-41389-9. Applying Natural Language Processing (NLP) concepts to help humans in their daily life, this book discusses an automatic translation of an unstructured Natural Language Question (NLQ) into a Structured Query Language (SQL) statement. Using SQL as a Relational DataBase (RDB) interaction language, database administrators or...
CRC Press, 2024. — 176 р. — ISBN: 978-1-003-41389-9. Applying Natural Language Processing (NLP) concepts to help humans in their daily life, this book discusses an automatic translation of an unstructured Natural Language Question (NLQ) into a Structured Query Language (SQL) statement. Using SQL as a Relational DataBase (RDB) interaction language, database administrators or...
CRC Press, 2024. — 176 р. — ISBN: 978-1-003-41389-9. Applying Natural Language Processing (NLP) concepts to help humans in their daily life, this book discusses an automatic translation of an unstructured Natural Language Question (NLQ) into a Structured Query Language (SQL) statement. Using SQL as a Relational DataBase (RDB) interaction language, database administrators or...
Walter de Gruyter, 1989. — 972 p. — (Handbücher zur Sprach- und Kommunikationswissenschaft 4). An International Handbook on Computer Oriented Language Research and Applications Ein internationales Handbuch zur computergestützten Sprachforschung und ihrer Anwendungen
Presses de l’Université du Québec, 2010. — 186 p. Fruit du colloque international Multilinguisme et traitement automatique des langues, tenu à Ottawa le 11 mai 2009, les articles recueillis dans cet ouvrage présentent les dernières avancées scientifiques en matière de traitement automatique des langues, et ce, tant sur le plan théorique que de l’application. Une description des...
М.: Наука, 1992. — 256 с. Лингвистическим процессором называется реализованная на ЭВМ формальная лингвистическая модель, способная понимать и производить тексты на неограниченном языке. Она включает три основных массива правил - морфологические, синтаксические и семантические - и обслуживающие их словари. Эти компоненты обеспечивают пофразное преобразование текста в...
Springer, 2024. — 372 p. This book provides a comprehensive presentation of a recently introduced framework, named "probabilistic indexing" (PrIx), for searching text in large collections of document images and other related applications. It fosters the development of new search engines for effective information retrieval from manuscripts which, however, lack the electronic...
Wiley-Scrivener, 2024. — 646 p. This book is a comprehensive exploration into the cutting-edge research, methodologies, and advancements in addressing the unique challenges associated with ASR and translation for low-resource languages. Automatic Speech Recognition and Translation for Low Resource Languages contains groundbreaking research from experts and researchers sharing...
Morgan Kaufmann/Elsevier, 2024. — 294 p. — ISBN 978-0-443-22009-8. Методы вычислительного интеллекта для анализа настроений в приложениях обработки естественного языка. Computational Intelligence for Sentiment Analysis in Natural Language Processing Applications provides a solution to this problem through detailed technical coverage of AI-based Sentiment Analysis methods for...
Springer Heidelberg, 2013. — 79 p. — ISBN 978-3-642-33692-8, ISBN 978-3-642-33693-5 (eBook). The present work concentrates on the issue of feature selection for the Naïve Bayes model with application in unsupervised word sense disambiguation (WSD). It examines the process of feature selection while referring to an unsupervised corpus-based method for automatic WSD that relies...
Springer Heidelberg, 2013. — 414 p. — ISBN 978-3-642-30909-0, ISBN 978-3-642-30910-6 (eBook) The STEVIN programme was not only an important scientific endeavour in the Low Countries, but also a quite rare case of a tight inter-institutional cross-border collaboration within the Dutch-speaking linguistic area. Four funding agencies, three ministerial departments and one...
Springer-Verlag Berlin Heidelberg, 2012. — 220 p. — ISBN 978-3-642-28248-5, e-ISBN 978-3-642-28249-2 The explosion of information technology has led to a substantial growth in quantity, diversity and complexity of web-accessible linguistic data. These resources become even more useful when linked. This volume provides an overview over recent developments, use cases,...
Springer-Verlag Berlin Heidelberg, 2013. — 333 p. — ISBN 978-3-642-20127-1, ISBN 978-3-642-20128-8 (eBook) This book came from the experience of a series of annual BUCC workshops. The first workshop of this kind was held in 2008 at LREC in Marrakech organised by Pierre Zweigenbaum, Éric Gaussier and Pascale Fung. Since then, the workshops changed the continents (Singapore in...
Springer Nature Switzerland, 2022. — Reprint of original edition Morgan&Claypool, 2013. — 116 p. — ISBN: 978-3-031-01020-0, ISBN: 978-3-031-02148-0 (eBook) People make sense of a text by identifying the semantic relations that connect the entities or concepts described by that text. A system that aspires to human-like performance must also be equipped to identify and learn...
Философия докторы (PhD) дәрежесін алу үшін дайындалған диссертация. : 8D06103 –Ақпараттық жүйелер. — Л.Н. Гумилев атындағы Еуразия ұлттық университеті. — Астана: 2024. — 91 б. Ғылыми кеңесшісі: Қауымдастырылған профессор PhD СамбетбаеваМ.А. Шетелдік ғылыми кеңесшісі: физика-математика ғылымдарының кандидаты Сидорова Е.А (Ново Сібір). Мақсаты: пәндік сала білім негізінде табиғи...
Springer, 2024. — 230 p. — ISBN 978-3-031-43810-3. Лингвистические ресурсы для обработки естественного языка: о необходимости использования лингвистических методов для разработки программного обеспечения НЛП Empirical - data-driven, neural network-based, probabilistic, and statistical ? methods seem to be the modern trend. Recently, OpenAI’s ChatGPT, Google’s Bard and...
Springer, 2024. — 230 p. — ISBN 978-3-031-43810-3. Лингвистические ресурсы для обработки естественного языка: о необходимости использования лингвистических методов для разработки программного обеспечения НЛП Empirical - data-driven, neural network-based, probabilistic, and statistical ? methods seem to be the modern trend. Recently, OpenAI’s ChatGPT, Google’s Bard and...
Cambridge University Press, 2024. — 344 p. — ISBN 9781009026222. Deep Learning is becoming increasingly important in a technology-dominated world. However, the building of computational models that accurately represent linguistic structures is complex, as it involves an in-depth knowledge of neural networks, and the understanding of advanced mathematical concepts such as...
Morgan Kaufmann/Elsevier, 2024. — 254 p. — ISBN 978-0-443-22009-8. Методы вычислительного интеллекта для анализа настроений в приложениях обработки естественного языка. Computational Intelligence for Sentiment Analysis in Natural Language Processing Applications provides a solution to this problem through detailed technical coverage of AI-based Sentiment Analysis methods for...
Springer-Verlag, 1984. — 334 p. This book contains the reports of selected projects involving natural language communication with pictorial information systems. More than just a record of research results, however, it presents concrete applications to the solution of a wide variety of problems. The authors are all prominent figures in the field whose authoritative contributions...
Springer, 2024. — 155 p. This book provides readers with a brief account of the history of Language Identification (LI) research and a survey of the features and methods most used in LI literature. LI is the problem of determining the language in which a document is written and is a crucial part of many text processing pipelines. The authors use a unified notation to clarify...
Second revised edition. — Berlin: Language Science Press, 2023. — v, 114 p. — (Conceptual Foundations of Language Science 4). — ISBN 978-3-96110-417-8. Research in linguistics, as in most other scientific domains, is usually approached in a modular way — narrowing the domain of inquiry in order to allow for increased depth of study. This is necessary and productive for a topic...
3rd edition. — Prentice-Hall, 2023. — 636 p. Fundamental Algorithms for NLP Introduction Regular Expressions, Text Normalization, Edit Distance Regular Expressions Basic Regular Expression Patterns Disjunction, Grouping, and Precedence A Simple Example More Operators A More Complex Example Substitution, Capture Groups, and ELIZA Lookahead Assertions Words Corpora Text...
ITexLi, 2023. — 139 p. — ISBN 1837684669 9781837684663 1837684650 9781837684656 1837684677 9781837684670. This book analyzes the application of computer science and artificial intelligence (AI) techniques in the semantics’ analysis for linguistics, classical studies, and philosophy. Similar techniques can be implemented to incorporate the fields of education, psychology,...
Учебное пособие. — Екатеринбург: Уральский федеральный университет, 2023. — 86 с. — ISBN: 978-5-7996-3680-7. В учебном пособии описаны базовые конструкции языка программирования С как элементы искусственного формализованного языка. Рассмотрены синтаксические, лексические и семантические основы текстов на этом языке. В заключительной части достаточно подробно разбирается задача...
Thesis for the Degree of Doctor of Philosophy (PhD). :8D06103 – Management information systems. — Satbayev University Institute of Automation and Information Technologies — Almaty, 2023 — 107 p. Scientific consultants doctor PhD associated professor O. Mamyrbayev. doctor PhD professor Mendes Mateus (Portugal). Purpose of the dissertation. The present dissertation was developed...
The MIT Press, 2021. — 448 p. — eBook ISBN: 9780262362603. A human-inspired, linguistically sophisticated model of language understanding for intelligent agent systems. One of the original goals of artificial intelligence research was to endow intelligent agents with human-level natural language capabilities. Recent AI research, however, has focused on applying statistical and...
Academic Press/Elsevier, 2023. — 266 p. Computational Intelligence Applications for Text and Sentiment Data Analysis explores the most recent advances in text information processing and data analysis technologies, specifically focusing on sentiment analysis from multifaceted data. The book investigates a wide range of challenges involved in the accurate analysis of online...
Boca Raton: CRC Press, 2024. — 271 p. This book presents the basics and recent advancements in Natural Language Processing (NLP) and information retrieval in a single volume. It will serve as an ideal reference text for graduate students and academic researchers in interdisciplinary areas of electrical engineering, electronics engineering, computer engineering, and information...
O’Reilly Media, Inc., 2023. — 288 р. — ISBN-13: 978-1098127107. Incredibly useful, knowledge graphs help organizations keep track of medical research, cybersecurity threat intelligence, GDPR compliance, web user engagement, and much more. They do so by storing interlinked descriptions of entities--objects, events, situations, or abstract concepts---and encoding the underlying...
Springer, 2024. — 162 p. — (Synthesis Lectures on Computer Science). — ISBN 978-3-031-42312-3. This book illustrates how to achieve effective dimension reduction and data clustering. The authors explain how to accomplish this by utilizing the advanced dynamic graph learning technique in the era of big data. The book begins by providing background on dynamic graph learning. The...
2nd Edition. — Springer, 2023. — 535 p. — ISBN 978-981-99-1599-6. Обучение представлениям для обработки естественного языка This book provides an overview of the recent advances in representation learning theory, algorithms, and applications for natural language processing (NLP), ranging from word embeddings to pre-trained language models. It is divided into four parts. Part I...
2nd Edition. — Springer, 2023. — 535 p. This book provides an overview of the recent advances in representation learning theory, algorithms, and applications for natural language processing (NLP), ranging from word embeddings to pre-trained language models. It is divided into four parts. Part I presents the representation learning techniques for multiple language entries,...
Article. — Computational Linguistics, 2023. — Vol. 49. — N. 3. — 45 pp. Ancient languages preserve the cultures and histories of the past. However, their study is fraught with difficulties, and experts must tackle a range of challenging text-based tasks, from deciphering lost languages to restoring damaged inscriptions, to determining the authorship of works of literature....
O’Reilly Media, Inc., 2023. — 288 р. — ISBN-13: 978-1-098-12711-4. Incredibly useful, knowledge graphs help organizations keep track of medical research, cybersecurity threat intelligence, GDPR compliance, web user engagement, and much more. They do so by storing interlinked descriptions of entities—objects, events, situations, or abstract concepts—and encoding the underlying...
CRC Press, 2024. — 176 р. — ISBN: 978-1-032-53835-8. Applying Natural Language Processing (NLP) concepts to help humans in their daily life, this book discusses an automatic translation of an unstructured Natural Language Question (NLQ) into a Structured Query Language (SQL) statement. Using SQL as a Relational DataBase (RDB) interaction language, database administrators or...
O’Reilly Media, Inc., 2023. — 288 р. — ISBN-13: 978-1-098-12711-4. Incredibly useful, knowledge graphs help organizations keep track of medical research, cybersecurity threat intelligence, GDPR compliance, web user engagement, and much more. They do so by storing interlinked descriptions of entities—objects, events, situations, or abstract concepts—and encoding the underlying...
O’Reilly Media, Inc., 2023. — 288 р. — ISBN-13: 978-1-098-12711-4. Incredibly useful, knowledge graphs help organizations keep track of medical research, cybersecurity threat intelligence, GDPR compliance, web user engagement, and much more. They do so by storing interlinked descriptions of entities—objects, events, situations, or abstract concepts—and encoding the underlying...
O’Reilly Media, Inc., 2023. — 288 р. — ISBN-13: 978-1-098-12711-4. Incredibly useful, knowledge graphs help organizations keep track of medical research, cybersecurity threat intelligence, GDPR compliance, web user engagement, and much more. They do so by storing interlinked descriptions of entities—objects, events, situations, or abstract concepts—and encoding the underlying...
Springer, 2023. — 150 p. Sentiment analysis deals with extracting information about opinions, sentiments, and even emotions conveyed by writers towards topics of interest. Medical sentiment analysis refers to the identification and analysis of sentiments or emotions expressed in free-textual documents with a scope on healthcare and medicine. This fascinating problem offers...
CRC Press, 2023. — 393 р. — ISBN: 978-1-032-19533-9. Natural Language Processing in the Real World is a practical guide for applying data science and machine learning to build Natural Language Processing (NLP) solutions. Where traditional, academic-taught NLP is often accompanied by a data source or dataset to aid solution building, this book is situated in the real world where...
De Gruyter, 2023. — 282 p. — (Topics in English Linguistics 110). — ISBN 978-3-11-073861-2. Модальные модели: от прагматики и корпусной лингвистики к машинному обучению Modal verbs in English communicate delicate shades of meaning, there being a large range of verbs both on the necessity side ( must , have to , should , ought to , need , need to ) and the possibility side ( can...
University Of Chicago Press, 2022-11-25. — 320 p. — ISBN-13: 978-0-226-82254-9. Bringing together the histories of mathematics, computer science, and linguistic thought, Language and the Rise of the Algorithm reveals how recent developments in artificial intelligence are reopening an issue that troubled mathematicians well before the computer age: How do you draw the line...
University Of Chicago Press, 2022-11-25. — 320 p. — ISBN-13: 978-0-226-82254-9. Bringing together the histories of mathematics, computer science, and linguistic thought, Language and the Rise of the Algorithm reveals how recent developments in artificial intelligence are reopening an issue that troubled mathematicians well before the computer age: How do you draw the line...
University Of Chicago Press, 2022-11-25. — 320 p. — ISBN-13: 978-0-226-82254-9. Bringing together the histories of mathematics, computer science, and linguistic thought, Language and the Rise of the Algorithm reveals how recent developments in artificial intelligence are reopening an issue that troubled mathematicians well before the computer age: How do you draw the line...
Cham: Springer, 2023. — 350 p. This book assesses the place of logic, mathematics, and computer science in present day, interdisciplinary areas of computational linguistics. Computational linguistics studies natural language in its various manifestations from a computational point of view, both on the theoretical level (modeling grammar modules dealing with natural language...
Cham: Springer, 2023. — 217 p. This book surveys recent advances in Conversational Information Retrieval (CIR), focusing on neural approaches that have been developed in the last few years. Progress in deep learning has brought tremendous improvements in natural language processing (NLP) and conversational AI, leading to a plethora of commercial conversational services that...
Springer-Verlag Berlin Heidelberg, 2013. — 288 p. — ISBN 978-3-642-31781-1, ISBN 978-3-642-31782-8 (eBook) The field of Natural Language Processing (NLP) has expanded explosively over the past decade: growing bodies of available data, novel fields of applications, emerging areas and new connections to neighboring fields have all led to increasing output and to diversification...
Springer, 2023. — 217 р. — ISBN 978-3-031-11035-1. This book presents recent advances in Natural Language Processing (NLP) and speech technology, a topic attracting increasing interest in a variety of fields through its myriad applications, such as the demand for speech guided touchless technology. The authors present results of recent experimental research that provides...
Springer, 2023. — 217 р. — ISBN 978-3-031-11035-1. This book presents recent advances in Natural Language Processing (NLP) and speech technology, a topic attracting increasing interest in a variety of fields through its myriad applications, such as the demand for speech guided touchless technology. The authors present results of recent experimental research that provides...
Springer, 2023. — 217 р. — ISBN 978-3-031-11035-1. This book presents recent advances in Natural Language Processing (NLP) and speech technology, a topic attracting increasing interest in a variety of fields through its myriad applications, such as the demand for speech guided touchless technology. The authors present results of recent experimental research that provides...
Springer, 2023. — 217 р. — ISBN 978-3-031-11034-4. This book presents recent advances in Natural Language Processing (NLP) and speech technology, a topic attracting increasing interest in a variety of fields through its myriad applications, such as the demand for speech guided touchless technology. The authors present results of recent experimental research that provides...
Москва: ИНИОН РАН, 2022. — 464 с. Рассматриваются проблемы и тенденции цифровых лингвистических информационных ресурсов (ЛИР), создаваемых как в целях научных исследований, так и для прикладных задач: обработки естественного языка, обучения языкам, машинного и традиционного перевода, редактирования и др. Особое внимание уделяется вопросам типологии ЛИР, принципам каталогизации...
Boca Raton: CRC Press, 2023. — 229 p. The book is concerned with contemporary methodologies used for automatic text summarization. It proposes interesting approaches to solve well-known problems on text summarization using Computational Intelligence (CI) techniques including cognitive approaches. A better understanding of the cognitive basis of the summarization task is still...
Cambridge: Cambridge University Press, 2000. — 233 p. This innovative book develops a formal computational theory of writing systems and relates it to psycholinguistic results. Drawing on case studies of writing systems around the world, it offers specific proposals about the linguistic objects that are represented by orthographic elements and the formal constraints that hold...
IGI Global, 2023. — 290 p. Humans have the most advanced method of communication, which is known as natural language. While humans can use computers to send voice and text messages to each other, computers do not innately know how to process natural language. In recent years, deep learning has primarily transformed the perspectives of a variety of fields in Artificial...
The MIT Press, 2010. — 514 p. Investigations into employing statistical approaches with linguistically motivated representations and its impact on Natural Language processing tasks. The last decade has seen computational implementations of large hand-crafted natural language grammars in formal frameworks such as Tree-Adjoining Grammar (TAG), Combinatory Categorical Grammar...
Center for the Study of Language and Information. — CSLI Publications, 2016. — 306 p. — (CSLI Studies. Computational Linguistics). The intention of this volume is to provide an accessible introduction to the Japanese language and natural language processing (NLP) techniques applied to distinctively Japanese tasks, for readers with some familiarity with NLP and linguistics, but...
Routledge, 2022. — 126 p. — eBook ISBN 9781003331407. This concise volume offers an accessible introduction to state-of-the-art artificial intelligence (AI) language models, providing a platform for their use in textual interpretation across the humanities and social sciences. The book outlines the affordances of new technologies for textual analysis, which has historically...
Chicago University Press, 2022. — 328 p. — ISBN 978-0226822532. Bringing together the histories of mathematics, computer science, and linguistic thought, Language and the Rise of the Algorithm reveals how recent developments in artificial intelligence are reopening an issue that troubled mathematicians well before the computer age: How do you draw the line between computational...
Springer, 2023. — 281 p. Foundations of non-compositionality Background Lexicographic principles The syntax of definitions The geometry of definitions The algebra of definitions Parallel description From morphology to syntax Lexical categories and subcategories Bound morphemes Relations Linking Naive grammar Time and space Space Time Indexicals, coercion Measure Negation...
Springer, 2022. — 230 p. — ISBN-13 9783658400279. — ISBN-10 3658400277. Significant advances in the field of Artificial Intelligence (AI) have given a strong tailwind to the spread of technologies based on it. AI technologies are increasingly influencing private contexts but also the service sector where more and more service encounters are handled by chatbots. In part,...
Springer, 2015. — 139 p. This book provides a thorough introduction to the subfield of theoretical computer science known as grammatical inference from a computational linguistic perspective. Grammatical inference provides principled methods for developing computationally sound algorithms that learn structure from strings of symbols. The relationship to computational...
Boca Raton: CRC Press, 2023. — 309 p. Algebraic Structures in Natural Language addresses a central problem in cognitive science concerning the learning procedures through which humans acquire and represent natural language. Until recently algebraic systems have dominated the study of natural language in formal and computational linguistics, AI, and the psychology of language,...
CRC Press, 2022. — 256 p. — ISBN: 978-1003272649. Advances in graph-based natural language processing (NLP) and information retrieval tasks have shown the importance of processing using the Graph of Words method. This book covers recent concrete information, from the basics to advanced level, about graph-based learning, such as neural network-based approaches, computational...
CRC Press, 2022. — 256 p. — ISBN: 978-1003272649. Advances in graph-based natural language processing (NLP) and information retrieval tasks have shown the importance of processing using the Graph of Words method. This book covers recent concrete information, from the basics to advanced level, about graph-based learning, such as neural network-based approaches, computational...
CRC Press, 2022. — 256 p. — ISBN: 978-1003272649. Advances in graph-based natural language processing (NLP) and information retrieval tasks have shown the importance of processing using the Graph of Words method. This book covers recent concrete information, from the basics to advanced level, about graph-based learning, such as neural network-based approaches, computational...
Springer, 2019. — 186 p. This book puts forward a new method for solving the text document (TD) clustering problem, which is established in two main stages: (i) A new feature selection method based on a particle swarm optimization algorithm with a novel weighting scheme is proposed, as well as a detailed dimension reduction technique, in order to obtain a new subset of more...
CRC Press, 2022. — 272 p. — ISBN 9781003272649. Advances in graph-based natural language processing (NLP) and information retrieval tasks have shown the importance of processing using the Graph of Words method. This book covers recent concrete information, from the basics to advanced level, about graph-based learning, such as neural network-based approaches, computational...
Статья. — Компьютерная лингвистика и вычислительные онтологии. Выпуск 3 (Труды XXII Международной объединенной научной конференции «Интернет и современное общество», IMS-2019, Санкт-Петербург, 19–22 июня 2019 г. Сборник научных трудов). — СПб: Университет ИТМО, 2019. — С. 124–141. Рассматривается формально-языковая модель слогового представления стихового текста поэтического...
Social Inclusion. Cogitatio Press. E-ISSN: 2183-2803. The year 2021, Volume 9, Issue 1. Pages 35-44. DOI: https://doi.org/10.17645/si.v9i1.3527. Ainur Bayekeyeva, Saule Tazhibayeva, Zhainagul Beisenova, Aigul Shaheen and Aisaule Bayekeyeva. Abstract This article discusses the practical issues of compiling controlled multilingual thesauri for the purposes of industry-specific...
Springer, 2021. –—292 p. — ISBN 9811629595. Аннотации и обработка языковых корпусов This book addresses the research, analysis, and description of the methods and processes that are used in the annotation and processing of language corpora in advanced, semi-advanced, and non-advanced languages. It provides the background information and empirical data needed to understand the...
2nd Edition. — Oxford University Press, 2022. — 1392 p. Ruslan Mitkov's highly successful Oxford Handbook of Computational Linguistics has been substantially revised and expanded in this second edition. Alongside updated accounts of the topics covered in the first edition, it includes 17 new chapters on subjects such as semantic role-labelling, text-to-speech synthesis,...
2nd Edition. — Oxford University Press, 2022. — 1377 p. Ruslan Mitkov's highly successful Oxford Handbook of Computational Linguistics has been substantially revised and expanded in this second edition. Alongside updated accounts of the topics covered in the first edition, it includes 17 new chapters on subjects such as semantic role-labelling, text-to-speech synthesis,...
Oxford: Oxford University Press, 2003. — 770 p. Computational Linguistics is an interdisciplinary field concerned with the processing of language by computers. Since machine translation began to emerge some fifty years ago, Computational Linguistics has grown and developed exponentially. It has expanded theoretically through the development of computational and formal models of...
MIT Press, 1993. — 190 p. This book breaks new ground in artificial intelligence research by presenting statistical language processing from an artificial intelligence point of view in a text for researchers and scientists with a traditional computer science background. New, exacting empirical methods are needed to break the deadlock in such areas of artificial intelligence as...
Packt Publishing, 2022. — 199 p. — ISBN 1801072310. Learn how to solve practical NLP problems with the Flair Python framework, train sequence labeling models, work with text classifiers and word embeddings, and much more through hands-on practical exercises. Key Features Backed by the community and written by an NLP expert. Get an understanding of basic NLP problems and...
Routledge, 2022. — 195 p. This fascinating book explores machines as authors of fiction, past, present, and future. For centuries, writers have dreamed of mechanical storytellers. We can now build these devices. What will be the impact on society of AI programs that generate original stories to entertain and persuade? What can we learn about human creativity from probing how...
Springer, 2022. — 364 p. — ISBN 978-3-030-85084-5. This book focuses on a basic theoretical framework dealing with the problems, solutions, and applications of text mining and its various facets in a very practical form of case studies, use cases, and stories. The book contains 11 chapters with 14 case studies showing 8 different text mining and visualization approaches, and 17...
University of Würzburg, Germany, Prof. Dr. Andreas Hotho, 2021, 30 p. Task description. Sentence splitting. Rule-based sentence splitting. PUNKT-algorithm. Likelihood-Ration test. Sentence splitting using machine learning.
University of Würzburg, Germany, Prof. Dr. Andreas Hotho, 2021, 23 p. First steps of the processing. Task description. Regular expressions. - Rules. - Challenges. Using ML. - Defining instance. - Defining features. - Training. - Applying the model. - Evaluation. Language issues. Max-matching segmentation.
University of Würzburg, Germany, Prof. Dr. Andreas Hotho, 2021, 22 p. Syntactic processing. Semantic Processing. Modeling the text. Language Processing at Chair. Difference of the lectures between courses.
D. Reidel Publishing Company, 1987. — 470 p. — (Studies in Linguistics and Philosophy 33). — ISBN 1-55608-017-4. Ever since Chomsky laid the framework for a mathematically formal theory of syntax, two classes of formal models have held wide appeal. The finite state model offered simplicity. At the opposite extreme numerous very powerful models, most notable transformational...
D. Reidel Publishing Company, 1987. — 470 p. — (Studies in Linguistics and Philosophy 33). — ISBN 1-55608-017-4. Ever since Chomsky laid the framework for a mathematically formal theory of syntax, two classes of formal models have held wide appeal. The finite state model offered simplicity. At the opposite extreme numerous very powerful models, most notable transformational...
D. Reidel Publishing Company, 1987. — 318 p. — (Studies in Linguistics and Philosophy 31). — ISBN 1-55608-017-4. Some fifteen years ago, research on generalized quantifiers was con sidered to be a branch of mathematical logic, mainly carried out by mathematicians. Since then an increasing number of linguists and philosophers have become interested in exploring the relevance of...
D. Reidel Publishing Company, 1987. — 318 p. — (Studies in Linguistics and Philosophy 31). — ISBN 1-55608-017-4. Some fifteen years ago, research on generalized quantifiers was con sidered to be a branch of mathematical logic, mainly carried out by mathematicians. Since then an increasing number of linguists and philosophers have become interested in exploring the relevance of...
Cambridge: Cambridge University Press, 2021. — 275 p. Event structures are central in Linguistics and Artificial Intelligence research: people can easily refer to changes in the world, identify their participants, distinguish relevant information, and have expectations of what can happen next. Part of this process is based on mechanisms similar to narratives, which are at the...
Навчальний посібник. — Суми: Університетська книга, 2004. — 382 с. — ISBN 966-680-134-5. Посібник містить системний виклад основ комп'ютерної лінгвістики - одного з новітніх напрямів інформаційної технології сучасного мовознавства. Описано методологію та інструментальні засоби організації процесу набуття знань. Основна увага приділяється питанням добору і формування...
Навчальний посібник. — Суми: Університетська книга, 2004. — 382 с. — ISBN 966-680-134-5. Посібник містить системний виклад основ комп'ютерної лінгвістики - одного з новітніх напрямів інформаційної технології сучасного мовознавства. Описано методологію та інструментальні засоби організації процесу набуття знань. Основна увага приділяється питанням добору і формування...
Mouton de Gruyter, 1991. — 413 p. — (Topics in English Linguistics). — ISBN 0899256759, 3110123959, 9780899256757. The future of English linguistics as envisaged by the editors of Topics in English Linguistics lies in empirical studies which integrate work in English linguistics into general and theoretical linguistics on the one hand, and comparative linguistics on the other....
Dissertation submitted in fulfillment of the requirements for the degree Doctor of Philosophy (Ph.D.). : 6D070400 - Computing Systems and Software. — Suleyman Demirel University. — Kaskelen, 2021. — 82 p. Scientific advisor: Assoc. Prof. PhD, Kozhakhmet Kanat. PhD, Adjunct Professor, Mateus Mendes. Modern machines can analyze more language data than humans, without fatigue and...
Dissertation submitted in fulfillment of the requirements for the degree Doctor of Philosophy (Ph.D.). : 6D070400 - Computing Systems and Software. — Suleyman Demirel University. — Kaskelen, 2021. — 82 p. Scientific advisor: Assist. Professor, Ph.D. Meirambek Zhaparov. Foreign scientific advisor Assoc. Professor, Ph.D. Seong-Moo (Sam) Yoo. Relevance: Currently, the Kazakhstan...
Диссертация на соискание степени доктора философии (PhD). : 6D075100 — Информатика, вычислительная техника и управление. — Северо-Казахстанский университет имени М.Козыбаева . — Петропавл : 2021. — 143 с. Научные консультанты: Куликова Валентина Петровна, кандидат технических наук, доцент кафедры «Информационно-коммуникационных технологий» Северо-Казахстанского университета...
Диссертация на соискание степени доктора философии (PhD). : 6D075100 — Информатика, вычислительная техника и управление. — Северо-Казахстанский университет имени М.Козыбаева . — Петропавл : 2021. — 114 с. Научные консультанты: Кухаренко Евгения Владимировна, кандидат технических наук, доцент кафедры «Информационно-коммуникационные технологии» факультета инженерии и цифровых...
Диссертация на соискание ученой степени доктора философии (PhD). : 6D070400 – Вычислительная техника и программное обеспечение. — Казахский национальный исследовательский технический университет имени К.И. Сатпаева. — Алматы: 2021. — 140 с. Научный консультант: доктор инженерных наук профессор Р.И. Мухамедиев. доктор технических наук доцент В.Б. Барахнин. Цель диссертационной...
Academic Press, Elsevier. — 2022. — 230 p. — ISBN 978-0-12-822116-7. Современное состояние грамматических выводов с использованием эволюционного метода State of the Art on Grammatical Inference Using Evolutionary Method presents an approach for Grammatical Inference (GI) using evolutionary algorithms. Grammatical inference deals with the standard learning procedure to acquire...
Packt Publishing, 2020 — 452 p. — ISBN 1800208421,9781800208421. Make NLP easy by building chatbots and models, and executing various NLP tasks to gain data-driven insights from raw text data Key Features Get familiar with key natural language processing (NLP) concepts and terminology Explore the functionalities and features of popular NLP tools Learn how to use Python...
2nd Edition. — Springer, 2021. — 472 p. — ISBN 978-3-030-87694-4. Text Mining with MatLAB provides a comprehensive introduction to text mining using MatLAB. It is designed to help text mining practitioners, as well as those with little-to-no experience with text mining in general, familiarize themselves with MatLAB and its complex applications. In my experience the MatLAB...
Berlin: Language Science Press, 2021. — xii, 381 p. — (Language Variation 6). — ISBN 978-3-96110-312-6. Semantic change — how the meanings of words change over time — has preoccupied scholars since well before modern linguistics emerged in the late 19th and early 20th century, ushering in a new methodological turn in the study of language change. Compared to changes in sound...
Hoboken: Wiley, 2022. — 225 p. Text As data: Combining qualitative and quantitative algorithms within the SAS system for accurate, effective and understandable text analytics The need for powerful, accurate and increasingly automatic text analysis software in modern information technology has dramatically increased. Fields as diverse as financial management, fraud and...
Алматы: Бастау, 2020. — 120 б. Оқу-әдістемелік құрал жоғары білім беру мекемелері үшін заманауи инновациялық білім беру технологияларын қолдану арқылы "Лингвистика", "Шетел филологиясы", "Философия", "Әлеуметтану", "Информатика", "Педагогика", "Психология" оқу пәндерінің типтік бағдарламасына сәйкес әзірленген.
Packt Publishing, 2021. — 374 p. — ISBN 978-1-80107-765-1. Take a problem-solving approach to learning all about transformers and get up and running in no time by implementing methodologies that will build the future of NLP Key Features Explore quick prototyping with up-to-date Python libraries to create effective solutions to industrial problems Solve advanced NLP problems...
Packt Publishing, 2021. — 374 p. — ISBN 978-1-80107-765-1. Take a problem-solving approach to learning all about transformers and get up and running in no time by implementing methodologies that will build the future of NLP Key Features Explore quick prototyping with up-to-date Python libraries to create effective solutions to industrial problems Solve advanced NLP problems...
Packt Publishing, 2021. — 296 p. — ISBN 978-1-80056-319-3. Get started with GPT-3 and the OpenAI API for natural language processing using JavaScript and Python Key Features Understand the power of potential GPT-3 language models and the risks involved Explore core GPT-3 use cases such as text generation, classification, and semantic search using engaging examples Plan and...
Packt Publishing, 2021. — 296 p. — ISBN 978-1-80056-319-3. Get started with GPT-3 and the OpenAI API for natural language processing using JavaScript and Python Key Features Understand the power of potential GPT-3 language models and the risks involved Explore core GPT-3 use cases such as text generation, classification, and semantic search using engaging examples Plan and...
Mercury Learning and Information, 2021. — 382 p. — ISBN 978-1-68392-657-3. This book is for developers who are looking for an overview of basic concepts in Natural Language Processing. It casts a wide net of techniques to help developers who have a range of technical backgrounds. Numerous code samples and listings are included to support myriad topics. The first chapter shows...
Berlin: Language Science Press, 2018. — viii, 132 p. — (Translation and Multilingual Natural Language Processing 10). — ISBN 978-3-96110-090-3. This text is a practical guide for linguists, and programmers, who work with data in multilingual computational environments. We introduce the basic concepts needed to understand how writing systems and character encodings function, and...
Springer, 2019. — 566 p. — ISBN 978-3-030-04298-1. изучение языковых структур A chatbot is expected to be capable of supporting a cohesive and coherent conversation and be knowledgeable, which makes it one of the most complex intelligent systems being designed nowadays. Designers have to learn to combine intuitive, explainable language understanding and reasoning approaches...
Berlin: Language Science Press, 2019. — x, 396 p. — (Topics at the Grammar-Discourse Interface 4). — ISBN 978-3-96110-198-6. Communication and content presents a comprehensive and foundational account of meaning based on new versions of situation theory and game theory. The literal and implied meanings of an utterance are derived from first principles assuming little more than...
Springer, 2021. –—292 p. — ISBN 9811629595. This book addresses the research, analysis, and description of the methods and processes that are used in the annotation and processing of language corpora in advanced, semi-advanced, and non-advanced languages. It provides the background information and empirical data needed to understand the nature and depth of problems related to...
New York: John Benjamins Publishing Company, 2018. — 271 p. — (Current Issues in Linguistic Theory 341). The correct interpretation of Multiword Units (MWUs) is crucial to many applications in Natural Language Processing but is a challenging and complex task. In recent years, the computational treatment of MWUs has received considerable attention but there is much more to be...
Berlin: Language Science Press, 2019. — 122 p. — (Conceptual Foundations of Language Science 4). — ISBN 978-3-96110-190-0. Research in linguistics, as in most other scientific domains, is usually approached in a modular way — narrowing the domain of inquiry in order to allow for increased depth of study. This is necessary and productive for a topic as wide-ranging and complex...
New York: Morgan & Claypool, 2021. — 160 p. Weighted finite-state transducers (WFSTs) are commonly used by engineers and computational linguists for processing and generating speech and text. This book first provides a detailed introduction to this formalism. It then introduces Pynini, a Python library for compiling finite-state grammars and for combining, optimizing, applying,...
Chapman and Hall/CRC, 2021. — 220 p. — ISBN 978-0-367-56200-7. Machine Translation and Transliteration involving Related, Low-resource Languages discusses an important aspect of natural language processing that has received lesser attention: translation and transliteration involving related languages in a low-resource setting. This is a very relevant real-world scenario for...
Cambridge: Cambridge University Press, 2021. — 345 p. String matching is one of the oldest algorithmic techniques, yet still one of the most pervasive in computer science. The past 20 years have seen technological leaps in applications as diverse as information retrieval and compression. This copiously illustrated collection of puzzles and exercises in key areas of text...
Cambridge University Press, 2021. — 345 p. — ISBN 978-1108835831. String matching is one of the oldest algorithmic techniques, yet still one of the most pervasive in computer science. The past 20 years have seen technological leaps in applications as diverse as information retrieval and compression. This copiously illustrated collection of puzzles and exercises in key areas of...
De Gruyter Mouton, 2021. — 458 p. — (Trends in Linguistics. Studies and Monographs [TiLSM] 347). — ISBN 978-3110694703. The monograph presents the Meaning-Text approach applied to the domain of syntax from a typological angle; it deals with several long-standing syntactic problems on the basis of a dependency description. Its content can be presented in five parts + an...
De Gruyter Mouton, 2021. — 458 p. — (Trends in Linguistics. Studies and Monographs [TiLSM] 347). — ISBN 978-3110694703. The monograph presents the Meaning-Text approach applied to the domain of syntax from a typological angle; it deals with several long-standing syntactic problems on the basis of a dependency description. Its content can be presented in five parts + an...
North Holland, 2018. — 508 p. — (Handbook of Statistics, 38). — ISBN 978-0444640420. Computational Analysis and Understanding of Natural Languages: Principles, Methods and Applications, Volume 38, the latest release in this monograph that provides a cohesive and integrated exposition of these advances and associated applications, includes new chapters on Linguistics: Core...
Routledge, 2021. — 287 p. — (Second Language Acquisition Research Series). — ISBN 978-0367469610. This introduction to visualization techniques and statistical models for second language research focuses on three types of data (continuous, binary, and scalar), helping readers to understand regression models fully and to apply them in their work. Garcia offers advanced coverage...
Springer, 2021. — 188 p. — (History of Computing). — ISBN 978-3-030-70641-8. Automating Linguistics offers an in-depth study of the history of the mathematisation and automation of the sciences of language. In the wake of the first mathematisation of the 1930s, two waves followed: machine translation in the 1950s and the development of computational linguistics and natural...
Springer, 2021. — 188 p. — (History of Computing). — ISBN 978-3-030-70641-8. Automating Linguistics offers an in-depth study of the history of the mathematisation and automation of the sciences of language. In the wake of the first mathematisation of the 1930s, two waves followed: machine translation in the 1950s and the development of computational linguistics and natural...
River Publishers, 2021. — 292 p. — (River Publishers Series in Document Engineering). — ISBN 978-8770223430. Text analytics can provide a wide breadth of valuable information, including summarization, clustering, classification, and categorization to enable better functional interaction with the text. This includes improved search, translation, optimization, and learning. In...
IGI Global, 2020. — 251 p. — (Advances in Computer and Electrical Engineering). — ISBN: 9781799811596. Information in today's advancing world is rapidly expanding and becoming widely available. This eruption of data has made handling it a daunting and time-consuming task. Natural language processing (NLP) is a method that applies linguistics and algorithms to large amounts of...
Перевод с английского, Москва: ДМК Пресс, 2019, 282с. ISBN: 978-5-97060-754-1 Это классическое руководство посвящено применению нейросетевых моделей к обработке данных естественного языка (Natural Language Processing – NLP). Рассматриваются основы машинного обучения с учителем на лингвистических данных и применение векторных, а не символических представлений слов. Обсуждается...
Academic Press, 2021. — 239 p. — (Cognitive Data Science in Sustainable Computing). — ISBN 978-0-12-824118-9. The Natural Language for Artificial Intelligence presents the biological and logical structure typical of human language in its dynamic mediating process between reality and the human mind. The book explains linguistic functioning in the dynamic process of human...
Elsevier, 2021. — 272 p. — ISBN 978-0323901185. Machine reading comprehension (MRC) is a cutting-edge technology in natural language processing (NLP). MRC has recently advanced significantly, surpassing human parity in several public datasets. It has also been widely deployed by industry in search engine and quality assurance systems. Machine Reading Comprehension: Algorithms...
Elsevier, 2021. — 272 p. — ISBN 978-0323901185. Machine reading comprehension (MRC) is a cutting-edge technology in natural language processing (NLP). MRC has recently advanced significantly, surpassing human parity in several public datasets. It has also been widely deployed by industry in search engine and quality assurance systems. Machine Reading Comprehension: Algorithms...
Birmingham: Packt Publishing, 2021. — 285 p. — ISBN 978-1838987312. Code Files Only! Get to grips with real-world NLP problems, such as dependency parsing, information extraction, topic modeling, and text data visualization, with this practical guide. Key Features A recipe-based guide to analyzing varying complexities of text using the natural language toolkit (NLTK). Implement...
Birmingham: Packt Publishing, 2021. — 285 p. — ISBN 978-1838987312. Code Files Only! Get to grips with real-world NLP problems, such as dependency parsing, information extraction, topic modeling, and text data visualization, with this practical guide. Key Features A recipe-based guide to analyzing varying complexities of text using the natural language toolkit (NLTK). Implement...
Birmingham: Packt Publishing, 2021. — 285 p. — ISBN 978-1838987312. Code Files Only! Get to grips with real-world NLP problems, such as dependency parsing, information extraction, topic modeling, and text data visualization, with this practical guide. Key Features A recipe-based guide to analyzing varying complexities of text using the natural language toolkit (NLTK). Implement...
Birmingham: Packt Publishing, 2021. — 285 p. — ISBN 978-1838987312. Get to grips with real-world NLP problems, such as dependency parsing, information extraction, topic modeling, and text data visualization, with this practical guide. Key Features A recipe-based guide to analyzing varying complexities of text using the natural language toolkit (NLTK). Implement common and...
Birmingham: Packt Publishing, 2021. — 285 p. — ISBN 978-1838987312. Get to grips with real-world NLP problems, such as dependency parsing, information extraction, topic modeling, and text data visualization, with this practical guide. Key Features A recipe-based guide to analyzing varying complexities of text using the natural language toolkit (NLTK). Implement common and...
Birmingham: Packt Publishing, 2021. — 284 p. — ISBN 978-1838987312. Get to grips with real-world NLP problems, such as dependency parsing, information extraction, topic modeling, and text data visualization, with this practical guide. Key Features A recipe-based guide to analyzing varying complexities of text using the natural language toolkit (NLTK). Implement common and...
The MIT Press, 2021. — 448 p. — ISBN 978-0262045582. A human-inspired, linguistically sophisticated model of language understanding for intelligent agent systems. One of the original goals of artificial intelligence research was to endow intelligent agents with human-level natural language capabilities. Recent AI research, however, has focused on applying statistical and...
Springer, 2021. — 553 p. — ISBN 9813342315. This book combines insights from language assessment literacy and critical language testing through critical analyses and research about challenges in language assessment around the world. It investigates problematic practices in language testing which are relevant to language test users such as language program directors, testing...
Edinburgh University Press, 2020. — 325 р. — (Edinburgh Advanced Textbooks in Linguistics). — ISBN 978 0 7486 8178 5. Moves beyond the basics of phonetics and phonology and investigates their interaction Designed for the advanced student who wants to move beyond the basics but is not yet expert Surveys both historical approaches and current theories of the phonology phonetics...
De Gruyter, 2020. — 694 р. — ISBN 9783110674170. Stemmatology studies aspects of textual criticism that use genealogical methods to analyse a set of copies of a text whose autograph has been lost. This handbook is the first to cover the entire field, encompassing both theoretical and practical aspects of traditional as well as modern digital methods and their history. As an art...
Packt Publishing, 2021. — 340 p. — ISBN 9781838821593. Kickstart your NLP journey by exploring BERT and its variants such as ALBERT, RoBERTa, DistilBERT, VideoBERT, and more with Hugging Face’s transformers library Key Features Explore the encoder and decoder of the transformer model Become well-versed with BERT along with ALBERT, RoBERTa, and DistilBERT Discover how to...
Packt Publishing, 2021. — 340 p. — ISBN 9781838821593. Kickstart your NLP journey by exploring BERT and its variants such as ALBERT, RoBERTa, DistilBERT, VideoBERT, and more with Hugging Face’s transformers library Key Features Explore the encoder and decoder of the transformer model Become well-versed with BERT along with ALBERT, RoBERTa, and DistilBERT Discover how to...
Packt Publishing, 2021. — 385 p. — ISBN 9781800565791. Become an AI language understanding expert by mastering the quantum leap of Transformer neural network model Key Features Build and implement state-of-the-art language models, such as the original Transformer, BERT, T5, and GPT-2, using concepts that outperform classical deep learning models Go through hands-on applications...
Packt Publishing, 2021. — 385 p. — ISBN 9781800565791. Become an AI language understanding expert by mastering the quantum leap of Transformer neural network model Key Features Build and implement state-of-the-art language models, such as the original Transformer, BERT, T5, and GPT-2, using concepts that outperform classical deep learning models Go through hands-on applications...
Springer, 2021. — 195 p. This book presents the concept of the double hierarchy linguistic term set and its extensions, which can deal with dynamic and complex decision-making problems. With the rapid development of science and technology and the acceleration of information updating, the complexity of decision-making problems has become increasingly obvious. This book provides...
Packt Publishing, 2021. — 381 p. — ISBN 9781800200937. One-stop solution for NLP practitioners, ML developers and data scientists to build effective NLP systems that can perform real-world complicated tasks Key Features Implement deep learning algorithms such as BiLSTMS, CRFs, and many more using TensorFlow 2 Explore classical NLP techniques and libraries including...
Packt Publishing, 2021. — 381 p. — ISBN 9781800200937. One-stop solution for NLP practitioners, ML developers and data scientists to build effective NLP systems that can perform real-world complicated tasks Key Features Implement deep learning algorithms such as BiLSTMS, CRFs, and many more using TensorFlow 2 Explore classical NLP techniques and libraries including...
Packt Publishing, 2021. — 381 p. — ISBN 9781800200937. One-stop solution for NLP practitioners, ML developers and data scientists to build effective NLP systems that can perform real-world complicated tasks Key Features Implement deep learning algorithms such as BiLSTMS, CRFs, and many more using TensorFlow 2 Explore classical NLP techniques and libraries including...
Packt Publishing, 2021. — 381 p. — ISBN 9781800200937. One-stop solution for NLP practitioners, ML developers and data scientists to build effective NLP systems that can perform real-world complicated tasks Key Features Implement deep learning algorithms such as BiLSTMS, CRFs, and many more using TensorFlow 2 Explore classical NLP techniques and libraries including...
Packt Publishing, 2021. — 355 p. — ISBN 9781800565791. Become an AI language understanding expert by mastering the quantum leap of Transformer neural network model Key Features Build and implement state-of-the-art language models, such as the original Transformer, BERT, T5, and GPT-2, using concepts that outperform classical deep learning models Go through hands-on applications...
Packt Publishing, 2021. — 385 p. — ISBN 9781800565791. Become an AI language understanding expert by mastering the quantum leap of Transformer neural network model Key Features Build and implement state-of-the-art language models, such as the original Transformer, BERT, T5, and GPT-2, using concepts that outperform classical deep learning models Go through hands-on applications...
Packt Publishing, 2021. — 340 p. — ISBN 9781838821593. Kickstart your NLP journey by exploring BERT and its variants such as ALBERT, RoBERTa, DistilBERT, VideoBERT, and more with Hugging Face’s transformers library Key Features Explore the encoder and decoder of the transformer model Become well-versed with BERT along with ALBERT, RoBERTa, and DistilBERT Discover how to...
Cambridge University Press, 2021. — 484 p. — ISBN 9781108420211. With a machine learning approach and less focus on linguistic details, this gentle introduction to natural language processing develops fundamental mathematical and deep learning models for NLP under a unified framework. NLP problems are systematically organised by their machine learning nature, including...
Independently published, 2021. — 175 p. — ISBN 9781636390215. Embeddings have undoubtedly been one of the most influential research areas in Natural Language Processing (NLP) . Encoding information into a low-dimensional vector representation, which is easily integrable in modern machine learning models, has played a central role in the development of NLP. Embedding techniques...
Business Science Reference, 2020. — 480 p. — ISBN 1799851346, 9781799851349. The concept of natural language processing has become one of the preferred methods to better understand consumers, especially in recent years when digital technologies and research methods have developed exponentially. It has become apparent that when responding to international consumers through...
Изд-во СПбГУ, 2003. — 400 с. ISBN: 5-288-02474-Х Книга посвящена решению одной из основных проблем современной информатики - проблемы семантического анализа текстов на русском языке. Суть решения заключается в том, что семантический анализатор, используя морфологический и семантический словари, снимает с исходного текста оболочку русского языка и строит эквивалентный текст на...
Учебное пособие. — Харьков: Национальный технический университет «Харьковский политехнический институт» (НТУ "ХПИ"), 2020. — 134 с. — ISBN: 978-617-7305-46-9 В учебном пособии приведен материал, охватывающий широкий круг вопросов, связанных с использованием пакета NLTK в Python при решении задач компьютерной лингвистики. Материал проиллюстрирован наглядными практическими...
IGI Global, 2020. — 1704 p. — ISBN: 978-1799809517. As technology continues to become more sophisticated, a computers ability to understand, interpret, and manipulate natural language is also accelerating. Persistent research in the field of natural language processing enables an understanding of the world around us, in addition to opportunities for manmade computing to mirror...
IGI Global, 2020. — 1704 p. — ISBN: 978-1799809517. As technology continues to become more sophisticated, a computers ability to understand, interpret, and manipulate natural language is also accelerating. Persistent research in the field of natural language processing enables an understanding of the world around us, in addition to opportunities for manmade computing to mirror...
Dover Publications, Inc., 2020. — 384 p. — ISBN13: 978-0-486-83300-2. How can human-level artificial intelligence be achieved? What are the potential consequences? This book describes a research approach toward achieving human-level AI, combining a doctoral thesis and research papers by the author. The research approach, called TalaMind, involves developing an AI system that...
Dover Publications, Inc., 2020. — 384 p. — ISBN13: 978-0-486-83300-2. How can human-level artificial intelligence be achieved? What are the potential consequences? This book describes a research approach toward achieving human-level AI, combining a doctoral thesis and research papers by the author. The research approach, called TalaMind, involves developing an AI system that...
Dover Publications, Inc., 2020. — 384 p. — ISBN13: 978-0-486-83300-2. How can human-level artificial intelligence be achieved? What are the potential consequences? This book describes a research approach toward achieving human-level AI, combining a doctoral thesis and research papers by the author. The research approach, called TalaMind, involves developing an AI system that...
Dover Publications, Inc., 2020. — 384 p. — ISBN13: 978-0-486-83300-2. How can human-level artificial intelligence be achieved? What are the potential consequences? This book describes a research approach toward achieving human-level AI, combining a doctoral thesis and research papers by the author. The research approach, called TalaMind, involves developing an AI system that...
Springer, 2020. — 428 p. This book compiles and presents a synopsis on current global research efforts to push forward the state of the art in dialogue technologies, including advances to the classical problems of dialogue management, language generation, question answering, human–robot interaction, chatbots design and evaluation, as well as topics related to the human nature...
Springer, 2020. — 197 p. — ISBN: 9783030562342. This book presents comprehensive solutions for readers wanting to develop their own Natural Language Processing projects for the Thai language. Starting from the fundamental principles of Thai, it discusses each step in Natural Language Processing, and the real-world applications. In addition to theory, it also includes practical...
Springer, 2020. — 197 p. — ISBN: 9783030562342. This book presents comprehensive solutions for readers wanting to develop their own Natural Language Processing projects for the Thai language. Starting from the fundamental principles of Thai, it discusses each step in Natural Language Processing, and the real-world applications. In addition to theory, it also includes practical...
Sowmya Vajjala, Bodhisattwa Majumder, Anuj Gupta, Harshit Surana. — O’Reilly Media, 2020. — 456 p. — ISBN13: 978-1-492-05405-4. 2020-06-17: First Release Many books and courses tackle natural language processing (NLP) problems with toy use cases and well-defined datasets. But if you want to build, iterate, and scale NLP systems in a business setting and tailor them for...
Springer, 2020. — 118 p. — ISBN: 978-3-030-52273-5 (eBook). This book describes approaches for integrating more automation to the early stages of EDA design flows. Readers will learn how natural language processing techniques can be utilized during early design stages, in order to automate the requirements engineering process and the translation of natural language...
Springer, 2020. — 118 p. — ISBN: 978-3-030-52273-5 (eBook). This book describes approaches for integrating more automation to the early stages of EDA design flows. Readers will learn how natural language processing techniques can be utilized during early design stages, in order to automate the requirements engineering process and the translation of natural language...
Springer, 2020. — 118 p. — ISBN: 978-3-030-52273-5 (eBook). This book describes approaches for integrating more automation to the early stages of EDA design flows. Readers will learn how natural language processing techniques can be utilized during early design stages, in order to automate the requirements engineering process and the translation of natural language...
Springer, 2020. — 118 p. — ISBN: 978-3-030-52271-1. This book describes approaches for integrating more automation to the early stages of EDA design flows. Readers will learn how natural language processing techniques can be utilized during early design stages, in order to automate the requirements engineering process and the translation of natural language specifications into...
Burlington: Apple Academic Press, 2020. — 297 p. This volume focuses on natural language processing, artificial intelligence, and allied areas. Natural language processing enables communication between people and computers and automatic translation to facilitate easy interaction with others around the world. This book discusses theoretical work and advanced applications,...
Packt, 2020. - 452p. - ISBN: 9781800208421 Make NLP easy by building chatbots and models, and executing various NLP tasks to gain data-driven insights from raw text data Key Features Get familiar with key natural language processing (NLP) concepts and terminology Explore the functionalities and features of popular NLP tools Learn how to use Python programming and third-party...
IGI Global, 2020. — 227 p. — eISBN: 978-1-7998-1161-9. Information in todays advancing world is rapidly expanding and becoming widely available. This eruption of data has made handling it a daunting and time-consuming task. Natural language processing (NLP) is a method that applies linguistics and algorithms to large amounts of this data to make it more valuable. NLP improves...
IGI Global, 2020. — 227 p. — eISBN: 978-1-7998-1161-9. Information in todays advancing world is rapidly expanding and becoming widely available. This eruption of data has made handling it a daunting and time-consuming task. Natural language processing (NLP) is a method that applies linguistics and algorithms to large amounts of this data to make it more valuable. NLP improves...
IGI Global, 2020. — 227 p. — eISBN: 978-1-7998-1161-9. Information in todays advancing world is rapidly expanding and becoming widely available. This eruption of data has made handling it a daunting and time-consuming task. Natural language processing (NLP) is a method that applies linguistics and algorithms to large amounts of this data to make it more valuable. NLP improves...
Springer, 2020. — 349 p. In traditional Natural Language Processing (NLP) systems, language entries such as words and phrases are taken as distinct symbols. Various classic ideas and methods, such as n-gram and bag-of-words models, were proposed and have been widely used until now in many industrial applications. All these methods take words as the minimum units for semantic...
2nd ed. — Packt, 2020. — 254 p. — ISBN: 9781800208742. With the help of engaging activities, learn how to leverage Amazon Web Services for building serverless intelligent applications that can process information in no time Key Features Learn how to integrate Amazon's Simple Storage Services with AI and NLP projects Get to grips with serverless computing and its applications...
2nd ed. — Packt, 2020. — 254 p. — ISBN: 9781800208742. With the help of engaging activities, learn how to leverage Amazon Web Services for building serverless intelligent applications that can process information in no time Key Features Learn how to integrate Amazon's Simple Storage Services with AI and NLP projects Get to grips with serverless computing and its applications...
2nd ed. — Packt, 2020. — 254 p. — ISBN: 9781800208742. With the help of engaging activities, learn how to leverage Amazon Web Services for building serverless intelligent applications that can process information in no time Key Features Learn how to integrate Amazon's Simple Storage Services with AI and NLP projects Get to grips with serverless computing and its applications...
New York: Computer Science Press, 1989. — 265 p. — (Principles of Computer Science Series). — ISBN10: 0716782014. — ISBN13: 978-0716782018. The study of programming languages is central to the study of computer science. When studying a programming language, one must learn both the syntax and the semantics of the language in order to understand it, rather than simply be able to...
Packt Publishing Ltd., 2019. — 374 p. — ISBN: 978-1-78980-115-6. Code files only! A problem-solution guide to encounter various NLP tasks utilizing Java open source libraries and cloud-based solutions Natural Language Processing (NLP) has become one of the prime technologies for processing very large amounts of unstructured data from disparate information sources. This book...
Packt Publishing Ltd., 2019. — 374 p. — ISBN: 978-1-78980-115-6. A problem-solution guide to encounter various NLP tasks utilizing Java open source libraries and cloud-based solutions Natural Language Processing (NLP) has become one of the prime technologies for processing very large amounts of unstructured data from disparate information sources. This book includes a wide set...
Packt Publishing Ltd., 2019. — 374 p. — ISBN: 978-1-78980-115-6. A problem-solution guide to encounter various NLP tasks utilizing Java open source libraries and cloud-based solutions Natural Language Processing (NLP) has become one of the prime technologies for processing very large amounts of unstructured data from disparate information sources. This book includes a wide set...
Packt Publishing Ltd., 2019. — 374 p. — ISBN: 978-1-78980-115-6. A problem-solution guide to encounter various NLP tasks utilizing Java open source libraries and cloud-based solutions Natural Language Processing (NLP) has become one of the prime technologies for processing very large amounts of unstructured data from disparate information sources. This book includes a wide set...
Packt Publishing Ltd., 2019. — 374 p. — ISBN: 978-1-78980-115-6. A problem-solution guide to encounter various NLP tasks utilizing Java open source libraries and cloud-based solutions Natural Language Processing (NLP) has become one of the prime technologies for processing very large amounts of unstructured data from disparate information sources. This book includes a wide set...
Учебное пособие. — М.: МИЭМ, 2011. — 272 с. — ISBN: 978–5–94506–294–8. В учебном пособии рассматриваются базовые вопросы компьютерной лингвистики: от теории лингвистического и математического моделирования до вариантов технологических решений. Дается лингвистическая интерпретация основных лингвистических объектов и единиц анализа. Приведены сведения, необходимые для создания...
Учебное пособие. — М.: НИУ ВШЭ, 2017. — 269 с. В учебном пособии рассматриваются базовые вопросы компьютерной лингвистики: от теории лингвистического и математического моделирования до вариантов технологических решений. Дается интерпретация основных лингвистических объектов и единиц анализа. Приведены сведения, необходимые для создания отдельных подсистем, отвечающих за анализ...
Sowmya Vajjala, Bodhisattwa Majumder, Anuj Gupta, Harshit Surana. — O’Reilly Media, 2020. — 456 p. — ISBN13: 978-1-492-05405-4. 2020-06-17: First Release Many books and courses tackle natural language processing (NLP) problems with toy use cases and well-defined datasets. But if you want to build, iterate, and scale NLP systems in a business setting and tailor them for...
Sowmya Vajjala, Bodhisattwa Majumder, Anuj Gupta, Harshit Surana. — O’Reilly Media, 2020. — 456 p. — ISBN13: 978-1-492-05405-4. 2020-06-17: First Release Many books and courses tackle natural language processing (NLP) problems with toy use cases and well-defined datasets. But if you want to build, iterate, and scale NLP systems in a business setting and tailor them for...
Sowmya Vajjala, Bodhisattwa Majumder, Anuj Gupta, Harshit Surana. — O’Reilly Media, 2020. — 456 p. — ISBN13: 978-1-492-05405-4. 2020-06-17: First Release Many books and courses tackle natural language processing (NLP) problems with toy use cases and well-defined datasets. But if you want to build, iterate, and scale NLP systems in a business setting and tailor them for...
Springer, 2020. — 280 p. — ISBN: 3030448290. This book provides readers with a practical guide to the principles of hybrid approaches to natural language processing (NLP) involving a combination of neural methods and knowledge graphs . To this end, it first introduces the main building blocks and then describes how they can be integrated to support the effective implementation...
Диссертация на соискание степени доктора философии (PhD) : 6D07300 - Информациионные системы. — Казахский национальный университет имени Аль-Фараби. — Алматы: 2018. — 113 с. Научные консультанты д.т.н проф Тукеев У д.т.н проф Мурзабеков З д.ф.н проф Шереметьева С Цель исследования: улучшение качества англо-казахского машинного перевода посредством статистических моделей. Объект...
MPS Limited, 2020. — 761 p. — ISBN: 978-1-78561-659-4. The theory of computation is used to address challenges arising in many computer science areas such as artificial intelligence, language processors, compiler writing, information and coding systems, programming language design, computer architecture and more. To grasp topics concerning this theory readers need to...
Cambridge University Press, 2019. — 310 p. — ASIN B07VBNQWC9. Models of theoretical linguistics now emphasize the meeting points, or interfaces, between different aspects of our language capacity. Syntactic operations include structure-building, checking long-distance relationships between units, and connecting alternative word orders. This volume presents a collection of...
New York: Routledge, 2020. — 259 p. This volume argues for an innovative interdisciplinary approach to the analysis and translation of literary style, based on a mutually supportive combination of traditional close reading and ‘distant’ reading, involving corpus-linguistic analysis and text-visualisation. The book contextualises this approach within the broader story of the...
Springer, 2020. — 103 p. — (SpringerBriefs in Computer Science). — ISBN: 9811505942. Синхронный перевод This book provides the readers with retrospective and prospective views with detailed explanations of component technologies, speech recognition, language translation and speech synthesis. Speech-to-speech translation system (S2S) enables to break language barriers, i.e.,...
Springer, 2020. — 103 p. — (SpringerBriefs in Computer Science). — ISBN: 9811505942. Синхронный перевод This book provides the readers with retrospective and prospective views with detailed explanations of component technologies, speech recognition, language translation and speech synthesis. Speech-to-speech translation system (S2S) enables to break language barriers, i.e.,...
New York: The Institution of Engineering and Technology, 2020. — 761 p. The theory of computation is used to address challenges arising in many computer science areas such as artificial intelligence, language processors, compiler writing, information and coding systems, programming language design, computer architecture and more. To grasp topics concerning this theory readers need...
Springer, 2016. — 59 p. The research and its outcomes presented in this book, is about lexicon-based sentiment analysis. It uses single-, and multi-word concepts from the SenticNet sentiment lexicon as the source of sentiment information for the purpose of sentiment classification. In 6 chapters the book sheds light on the comparison of sentiment classification accuracy between...
Springer, 2017. — 151 p. The abundance of text available in social media and health-related forums and blogs have recently attracted the interest of the public health community to use these sources for opinion mining. This book presents a lexicon-based approach to sentiment analysis in the bio-medical domain, i.e., WordNet for Medical Events (WME). This book gives an insight in...
Springer, 2013. — 88 p. This book describes a computational framework for real-time detection of psychological signals related to Post-Traumatic Stress Disorder (PTSD) in online text-based posts, including blogs and web forums. Further, it explores how emerging computational techniques such as sentiment mining can be used in real-time to identify posts that contain PTSD-related...
Springer, 2019. — 165 p. — (Emergence, Complexity and Computation ECC 34). — ISBN: 978-3-030-05242-3. This book provides a gradual introduction to the naming game, starting from the minimal naming game, where the agents have infinite memories (Chapter 2), before moving on to various new and advanced settings: the naming game with agents possessing finite-sized memories (Chapter...
Amazon KDP Printing and Publishing C, 2019. — 123 p. — ASIN: B07V1F3PYQ. Today, a lot of data is available for processing. This data is generated by blogs, social websites and web pages. This data carries a lot of information. However, there is a need for a way that will help businesses transform the data into information. Natural Language Processing is one of such tools. It is...
Amazon KDP Printing and Publishing C, 2019. — 123 p. — ASIN: B07V1F3PYQ. Today, a lot of data is available for processing. This data is generated by blogs, social websites and web pages. This data carries a lot of information. However, there is a need for a way that will help businesses transform the data into information. Natural Language Processing is one of such tools. It is...
Amazon KDP Printing and Publishing C, 2019. — 123 p. — ASIN: B07V1F3PYQ. Today, a lot of data is available for processing. This data is generated by blogs, social websites and web pages. This data carries a lot of information. However, there is a need for a way that will help businesses transform the data into information. Natural Language Processing is one of such tools. It is...
New York: Springer, 2019. — 120 p. This book describes recent advances in text summarization, identifies remaining gaps and challenges, and proposes ways to overcome them. It begins with one of the most frequently discussed topics in text summarization – ‘sentence extraction’ –, examines the effectiveness of current techniques in domain-specific text summarization, and proposes...
Пособие. — Минск: Белорусский государственный университет информатики и радиоэлектроники, 2018. — 111 с. — ISBN: 978-985-543-357-7. Сформулированы основные положения, касающиеся лабораторного практикума по дисциплине «Языковые процессоры интеллектуальных систем», даны рекомендации по выполнению лабораторных работ, рассмотрены примеры решения задач, поставленных в рамках...
Пособие по спецкурсу. — СПб.: СПбГУ. РИО. Филологический факультет, 2015. — 76 с. В пособии рассматриваются вопросы организации, построения и использования wordnet-словарей, которые отображают лексическую структуру конкретного языка в тезаурусной форме. Показано применение подобных словарей при автоматическом анализе текста. Приведены характерные особенности RussNet,...
Новосибирск: Изд-во СО РАН, 2017. – 11 с. Учебная программа соответствует курсу лекций по дисциплине «Математическая лингвистика и обработка текстов на естественном языке», который читается в аспирантуре Института систем информатики им. А.П. Ешова СО РАН. Целью освоения дисциплины является изучение основных методов автоматизированной обработки текстов на естественном языке:...
Учебное пособие. — Махачкала: ДГУНХ, 2018. — 112 с. Дисциплина «Автоматизированная обработка текстов на естественных языках» относится к части по выбору математического цикла Б.2 ООП бакалавриата по направлению подготовки "Лингвистика". Для изучения дисциплины необходимы компетенции, сформированные у обучающихся в средней общеобразовательной школе и на предыдущих курсах в рамках...
2nd ed. — Morgan & Claypool Publishers, 2019. — 344 p. — ISBN: 9781681735283. Natural language processing (NLP) went through a profound transformation in the mid-1980s when it shifted to make heavy use of corpora and data-driven techniques to analyze language. Since then, the use of statistical techniques in NLP has evolved in several ways. One such example of evolution took...
Реферат для сдачи кандидатского зачета в магистратуре по теме: "Проблема эквивалентности в использовании машинного перевода текстов юридического дискурса". Ефименко Н.А., МГЛУ, 2018, 21 с. Содержит оглавление, введение, основную часть, заключение и список использованных источников. Содержание реферата Особенности перевода текстов юридического дискурса: Юридический перевод как...
Oxford University Press, 2003. — 717 p. Thirty-eight chapters, commissioned from experts all over the world, describe major concepts, methods, and applications in computational linguistics. Part I, Linguistic Fundamentals, provides an overview of the field suitable for senior undergraduates and non-specialists from other fields of linguistics and related disciplines. Part II...
Springer, 2019. — 292 p. — ISBN: 978-3030061487. This book presents innovative and high-quality research regarding the implementation of Semantic Web technologies for knowledge representation and developing intelligent applications in various domains. Semantic Web technologies have inspired many people to create innovative technologies and applications for knowledge...
Technical University of Darmstadt, 2018. — 158 p. Event detection has a lot of use-cases, for example summarization, automatic timeline generation or automatic knowledge base population. However, there is no commonly agreed on definition what counts as an event or how events are expressed in text. As a consequence, many different definitions, annotation schemes and corpora have...
Springer, 2016. — 307 p. — (Kritische Studien zur Demokratie) — ISBN: 9783658153083, 9783658153090, 2142152252. Gregor Wiedemann evaluates text mining applications for social science studies with respect to conceptual integration of consciously selected methods, systematic optimization of algorithms and workflows, and methodological reflections relating to empirical research....
Syncfusion, 2018. — 93 р. AI assistants represent a significant frontier for development. But the complexities of such systems pose a significant barrier for developers. In Natural Language Processing Succinctly, author Joseph Booth will guide readers through designing a simple system that can interpret and provide reasonable responses to written English text. With this...
Учебное пособие. — СПб.: Университет ИТМО, 2018. — 63 с. Настоящее пособие представляет собой введение в математическое моделирование принятия решений – фундаментального процесса когнитивной деятельности человека – на принципах квантовой теории. В пособии освещены наиболее эффективные методы квантового моделирования феноменов когнитивно-поведенческой иррациональности человека, не...
Roma: Arachne, 2005. — 156 p. In the Summer of 2001, at the International Joint Conference on Artificial Intelligence held in Seattle, we presented a text categorization system based on an extension of the empirical approach known as ”Rocchio” classifier, fully inspired by the Information Retrieval literature. At that time, Rocchio seemed to represent the best choice for our...
Morgan & Claypool, 2018. — 158 p. — (Synthesis Lectures on Data Management). — ISBN10: 1681734109, 13 978-1681734101. The volume of natural language text data has been rapidly increasing over the past two decades, due to factors such as the growth of the Web, the low cost associated with publishing, and the progress on the digitization of printed texts. This growth combined...
Blackwell, 2003. — 226 р. This book is an introduction to the rudiments of Perl programming.It provides the general reader with an interest in language with the most usable and relevant aspects of Perl for writing programsthat deal with language. Exposes the general reader with an interest in language to themost usable and relevant aspects of Perl for writing programs thatdeal...
БГУ Минск 2017 60 страниц 2 вариант Анализ платформы для обработки текстовой и звуковой информации для различных тематических доменов CORPUS.by проведены запросы во всех 45 сервисах с фиксацией результатов+ скриншоты. Дэманстрацыйны сэрвіс праз API Захаванне зместу інтэрнэт-старонкі Збор тэматычных спісаў Канвертар азбукі Морзэ Падзел на склады Падлік частотнасці алафонаў...
Выходные данные неизвестны. 43 стр. Анализ платформы для обработки текстовой и звуковой информации для различных тематических доменов CORPUS.by 1.Возможен выбор языка: русский, белорусский, английский. 2. Всего 45 сервисов. Абрэзка выяў Агучаны электронны граматычны слоўнік Апрацоўка невядомых слоў Апрацоўка табліц Вывучэнне англійскай мовы Вызначэнне часцін мовы Генератар...
Packt Publishing, 2018. — 318 p. Explore various approaches to organize and extract useful text from unstructured data using Java Natural Language Processing (NLP) allows you to take any sentence and identify patterns, special names, company names, and more. The second edition of Natural Language Processing with Java teaches you how to perform language analysis with the help of...
Packt Publishing, 2018. — 318 p. Explore various approaches to organize and extract useful text from unstructured data using Java Natural Language Processing (NLP) allows you to take any sentence and identify patterns, special names, company names, and more. The second edition of Natural Language Processing with Java teaches you how to perform language analysis with the help of...
Packt Publishing, 2018. — 318 p. Explore various approaches to organize and extract useful text from unstructured data using Java Natural Language Processing (NLP) allows you to take any sentence and identify patterns, special names, company names, and more. The second edition of Natural Language Processing with Java teaches you how to perform language analysis with the help of...
Pelican Book, 2018. — 130 p. — ISBN: 0241269156. What is reality, really? Are humans more special or important than the non-human objects we perceive? How does this change the way we understand the world? We humans tend to believe that things are only real in as much as we perceive them, an idea reinforced by modern philosophy, which privileges us as special, radically...
Монография. — М.: НОЦ «Школа Китайгородской», 1995. — 344 с. — ISBN: 5-87151-014-0. Объективный процесс познания привел к возникновению информатики науки о свойствах информации в естественных и искусственных системах, исследуемых средствами вычислительной техники. Авторы делают следующий шаг в развитии познания в этой области В книге в простой и доступной форме знания и...
Springer, 2013. — 152 p. This book is written for both linguists and computer scientists working in the field of artificial intelligence as well as to anyone interested in intelligent text processing. Lexical function is a concept that formalizes semantic and syntactic relations between lexical units. Collocational relation is a type of institutionalized lexical relations which...
Gothenburg: Reprocentralen, Campusservice Lorensberg, University of Gothenburg, 2014. — 203 p. This licentiate thesis can be viewed as an attempt at applying techniques from Language Technology (LT; also known as Natural Language Processing [NLP] or Computational Linguistics [CL]) to the traditional historical linguistics problems such as dating of language families, structural...
Вестник РУДН. Серия: информатизация образования. — М.: РУДН, 2012. — №4. — С.47-56. В статье предлагается концепция учебной деятельности в сетевых сообществах при обучении алгебраическим структурам будущих учителей математики, включающая совокупность теоретико-методологических положений; закономерности, принципы, факторы и педагогические условия ее реализации.
В мире научных открытий / Гл.ред. Я.А.Максимов. — Красноярск: Издательство Научно-инновационный центр, 2012. — №7.2 (31) (Гуманитарные и общественные науки). — С.39-53. В статье рассмотрены базовые операторы и синтаксис языка поисковых запросов гипертекстового тезауруса (гизауруса) метаязыка лингвистики.
New York: Morgan & Claypool Publishers, 2013. — 144 p. The field of narrative (or story) understanding and generation is one of the oldest in natural language processing (NLP) and artificial intelligence (AI), which is hardly surprising, since storytelling is such a fundamental and familiar intellectual and social activity. In recent years, the demands of interactive...
Wiley-ISTE, 2017. — 321 p. —ISBN: 978-1-119-41968-6 Natural Language Processing (NLP) is a scientific discipline which is found at the intersection of fields such as Artificial Intelligence, Linguistics, and Cognitive Psychology. This book presents in four chapters the state of the art and fundamental concepts of key NLP areas. Are presented in the first chapter the fundamental...
Springer, 2009. — 141 p. Semantic fields are lexically coherent – the words they contain co-occur in texts. In this book the authors introduce and define semantic domains, a computational model for lexical semantics inspired by the theory of semantic fields. Semantic domains allow us to exploit domain features for texts, terms and concepts, and they can significantly boost the...
New York: ISTE / Wiley, 2018. — 261 p. This book shows how graph rewriting can be used as a computational model adapted to natural language processing. Focus is placed on annotated corpora that play an increasingly important role within natural language processing and it is therefore interesting to present these annotations and their transformations within a common framework....
CSLI Publications, 2003. — 193 p. This book provides descriptions of novel research as well an overview of the field of WSD, with accounts of previous approaches and methodological issues. The work described here is in fact closely related to the field of lexicography—the process of creating dictionaries. The author presents a description and an evaluation of a practical computer...
СПб: Университет ИТМО, 2018. — 33 с. В учебном пособии приводится базовая теория, примеры расчетов и лабораторных заданий, необходимых для разработки и применения. вероятностных языковых моделей в задачах автоматической обработки естественного языка. В первой части рассматриваются n -граммы как средство языкового моделирования, во второй части – скрытые марковские модели и их...
СПб: Университет ИТМО, 2018. — 33 с. В учебном пособии приводится базовая теория, примеры расчетов и лабораторных заданий, необходимых для разработки и применения вероятностных языковых моделей в задачах автоматической обработки естественного языка. В первой части рассматриваются n-граммы как средство языкового моделирования, во второй части – скрытые марковские модели и их...
Лабораторный практикум. — Минск: Белорусский государственный университет информатики и радиоэлектроники (БГУИР), 2018. — 111 с. — ISBN: 978-985-543-357-7. Сформулированы основные положения, касающиеся лабораторного практикума по дисциплине «Языковые процессоры интеллектуальных систем», даны рекомендации по выполнению лабораторных работ, рассмотрены примеры решения задач,...
Berlin: Language Science Press, 2015. — xii, 271 p. — (Computational Models of Language Evolution 2). — ISBN: 978-3-944675-43-5 (Digital). One of the hardest problems in science is the symbol grounding problem, a question that has intrigued philosophers and linguists for more than a century. With the rise of artificial intelligence, the question has become very actual,...
Springer Nature, Singapore, Pte Ltd., 2018. — 150 p. — (Cognitive Systems Monographs 37). — ISBN: 978-981-10-8395-2. This book describes the authors’ investigations of computational sarcasm based on the notion of incongruity. In addition, it provides a holistic view of past work in computational sarcasm and the challenges and opportunities that lie ahead. Sarcastic text is a...
Prentice-Hall, 1984. — x, 308 p. — ISBN: 0-13-164640-0. Now and Then Today: An Advertisement Yesterday: A Historical Review This Book Selected Readings Knowledge and Communication Knowing and Knowledge Knowing Something Representing Knowledge Defining Communication An Introspective Protocol Symbolizing Concepts Semantic Processing Semantic Networks Selected Readings The Place...
New York: Springer, 2018. — 166 p. This book describes effective methods for automatically analyzing a sentence, based on the syntactic and semantic characteristics of the elements that form it. To tackle ambiguities, the authors use selectional preferences (SP), which measure how well two words fit together semantically in a sentence. Today, many disciplines require automatic...
Учебное пособие. — М.: Изд-во НИУ ВШЭ, 2017. — 269 с. В учебном пособии рассматриваются базовые вопросы компьютерной лингвистики: от теории лингвистического и математического моделирования до вариантов технологических решений. Дается интерпретация основных лингвистических объектов и единиц анализа. Приведены сведения, необходимые для создания отдельных подсистем, отвечающих за...
Mouton de Gruyter, 2008. — vii, 180 p. — (Trends in Linguistics. Studies and Monographs). — ISBN: 978-3-11-020469-8. The contributions collected in this volume address central topics in theoretical and computational linguistics, such as quantification, types of context dependence and aspects concerning the formalisation of major grammatical frameworks, among others GB, DRT and...
Cambridge: Cambridge Scholars Publishing, 2017. — 363 p. In recent years, there has been a proliferation of technological developments that incorporate processing of human language. Hardware and software can be specialized for designated subject areas, and computational devices are designed for a widening variety of applications. At the same time, new areas and applications are...
Springer, 2000. — 676 p. In 1992 it seemed very difficult to answer the question whether it would be possible to develop a portable system for the automatic recognition and translation of spontaneous speech. Previous research work on speech processing had focused on read speech only and international projects aimed at automated text translation had just been terminated without...
Springer, 1994. — 248 p. The Verbmobil System currently under development in Germany would input speech in a source language dialogue, translate it, and output synthesized speech in a target language, all in real time under the conditions of face-to-face dialogue. This preliminary study is an assessment of the state of the art of the speech recognition and machine translation...
Ўқув қўлланма. — Қарши: Насаф, 2017. — 128 б. Ушбу услубий қўлланма 5120100 – “Филология ва тилларни ўқитиш (ўзбек, инглиз, немис, француз тили)” бакалавр таълим йўналиши талабалари учун мўлжалланган бўлиб, унда компьютер лингвистикасининг назарий ва амалий асослари, математик лингвистиканинг базавий элементлари, шунингдек, лингвистик дастурий таъминотни ўз ичига олган...
Singapore: World Scientific, 2016. — 291 p. The book is a collection of invited chapters by renowned experts and is part of a series on Language Processing, Pattern Recognition, and Intelligent Systems. The content is wide-ranging, encompassing perspectives from computer science to social science to design and reflecting the considerable experience of researchers, teachers and...
ISTE Press/Elsevier, 2017. — 236 p. This book is a special issue dedicated to exploring the relationship between natural language processing and cognitive science, and the contribution of computer science to these two fields. Poibeau and Vasishth noted that research interest in cognitive issues may have been given less attention because researchers from the cognitive science field...
Edinburgh University Press, 1998. — 212 p. Acknowledgements What is Computer corpus lexicography The lexicon in Computational Linquistics Corpus-evidence and lexicon-based lanquage modelling Methods of linquistical acquisition Computational storage of the lexicon Appendix
Диссертация на соискание ученой степени кандидата физико-математических наук : 05.13.11 — математическое и программное обеспечение вычислительных машин, комплексов и компьютерных сетей. — СПбГУ. — Санкт-Петербург, 2006. — 116 с. Диссертационная работа посвящена изучению приложений функциональной теории естественного языка и автоматического семантического анализатора проф. В.А....
New York: Springer, 2017. — 548 p. This textbook gives a systematized and compact summary, providing the most essential types of modern models for languages and computation together with their properties and applications. Most of these models properly reflect and formalize current computational methods, based on parallelism, distribution and cooperation covered in this book. As a...
Учебное пособие для студентов, обучающихся по специальностям «Филология» и «Фундаментальная и теоретическая лингвистика». — Саратов: СГУ, 2011. — 64 с. Лингвистические ресурсы. Лингвистические аспекты гипертекстовой коммуникации. Текстовые корпуса русской речи. Русская электронная лексикография.
Учебное пособие. — Челябинск: Издательский центр ЮУрГУ, 2011. — 70 с. В учебном пособии рассматриваются вопросы автоматизации анализа и синтеза текста и речи на естественном языке с использованием различных формальных моделей: от задач компьютерной морфологии, дешифрования, аннотирования, до распознавания и синтеза звучащей речи и автоматического перевода. Пособие предназначено...
Information Today, 2016. — 424 p. — ISBN13: 978-1573875295. Deep text is an approach to text analytics that adds depth to our ability to utilize a growing mass of unstructured text the world is drowning in. Here, author Tom Reamy explains what deep text is and surveys its many uses and benefits. He describes applications and development best practices, discusses business issues...
Quercus, 2016. — 240 p. — ISBN10: 1623651646, ISBN13: 978-1623651640. Composed of 100 bite-sized entries of 400 to 600 words each, Netymology weaves together stories, etymologies and analyses around digital culture's transformation and vocabulary. Chatfield presents a kaleidoscopic, thought-provoking tour through the buried roots of the symbols, speech, and mannerisms we have...
Cambridge University Press, 2014. — 384 p. — ISBN10: 1107010020, 13 978-1107010024. An informative and comprehensive overview of the state-of-the-art in natural language generation (NLG) for interactive systems, this guide serves to introduce graduate students and new researchers to the field of natural language processing and artificial intelligence, while inspiring them with...
Morgan & Claypool Publishers, 2016. — 151 p. — (Synthesis Lectures on Human Language Technologies). — ISBN10: 1627054596, 13 978-1627054591. This book covers the topic of temporal tagging, the detection of temporal expressions and the normalization of their semantics to some standard format. It places a special focus on the challenges and opportunities of domain-sensitive...
New York: Morgan & Claypool, 2016. — 257 p. Natural language processing (NLP) went through a profound transformation in the mid-1980s when it shifted to make heavy use of corpora and data-driven techniques to analyze language. Since then, the use of statistical techniques in NLP has evolved in several ways. One such example of evolution took place in the late 1990s or early 2000s,...
Morgan & Claypool Publishers, 2017. — 310 p. — ISBN: 978-1627052986. Neural networks are a family of powerful machine learning models. This book focuses on the application of neural network models to natural language data. The first half of the book (Parts I and II) covers the basics of supervised machine learning and feed-forward neural networks, the basics of working with...
Gent: Universiteit Gent, 2014. — 74 с. В данной дипломной работе проводилось мелкомасштабное исследование по качеству двух из самых популярных бесплатных сетевых систем машинного перевода, Google Translate и Bing Translator, при переводе с русского на нидерландский язык. Для достижения этой цели рассматривались переводы двух различных типов текстов, совершенные как Google...
Springer-Verlag GmbH, Germany, 2017. — 94 p. — (SpringerBriefs in Electrical and Computer Engineering) — ISBN: 978-3-662-54759-5. Localization and tracking are key functionalities in ubiquitous computing systems and techniques. In recent years a very high variety of approaches, sensors and techniques for indoor and GPS-denied environments have been developed. This book briefly...
Диссертация на соискание ученой степени кандидата физико-математических наук. 05.13.11 — математическое и программное обеспечение вычислительных машин, комплексов и компьютерных сетей. — Институт прикладной математики им. М.В. Келдыша РАН. — М., 2013. — 132 с. — Научный руководитель: кандидат технических наук, доцент Э.С. Клышинский. Актуальность исследования. Существует большое...
М.: Ленанд, 2016. — 316 с. Вниманию читателей предлагается первое на русском языке практическое введение в современные лингвистические технологии. Из книги можно узнать о применении знаний о языке для решения прикладных задач. Монография позволяет найти ответы на базовые вопросы, возникающие у начинающего исследователя: как работают современные лингвистические технологии, где...
М.: Ленанд, 2016. — 320 с. — ISBN: 978-5-9710-3472-8. Вниманию читателей предлагается первое на русском языке практическое введение в современные лингвистические технологии. Из книги можно узнать о применении знаний о языке для решения прикладных задач. Монография позволяет найти ответы на базовые вопросы, возникающие у начинающего исследователя: как работают современные...
Psychology Press, 2007. — 306 p. The use of language is a fundamental component of much of our day-to-day life. Language often co-occurs with other activities with which it must be coordinated. This raises the question of whether the cognitive processes involved in planning spoken utterances and in understanding them are autonomous or whether they are affected by, and perhaps...
ISTE Ltd., John Wiley & Sons, Inc, 2016. — 347 p. — ISBN: 1848219024. This book is at the very heart of linguistics. It provides the theoretical and methodological framework needed to create a successful linguistic project. Potential applications of descriptive linguistics include spell-checkers, intelligent search engines, information extractors and annotators, automatic...
ISTE Ltd., John Wiley & Sons, Inc, 2016. — 186 p. — ISBN: 1848218389. One of the challenges brought on by the digital revolution of the recent decades is the mechanism by which information carried by texts can be extracted in order to access its contents. The processing of named entities remains a very active area of research, which plays a central role in natural language...
Morgan & Claypool, 2013. — xvii, 166 pp. — (Synthesis Lectures on Human Language Technologies). — ISBN: 9781627050111. Many NLP tasks have at their core a subtask of extracting the dependencies—who did what to whom—from natural language sentences. This task can be understood as the inverse of the problem solved in different ways by diverse human languages, namely, how to...
Peter Lang, 2015. — 298 p. The aim of the present research has been twofold: a) to delineate, based on a specific theory of language, a range of linguistic features that characterize the reading texts used at the B2 (Independent User) and C1 (Proficient User) level of the Greek State Certificate of English Language Proficiency exams in order to better define text difficulty per...
Center for the Study of Language and Inf, 2011. — 344 p. — (Studies in Computational Linguistics). — ISBN10: 1575866269. — ISBN13: 978-1575866260. Grammatical Framework is a programming language designed for writing grammars, which has the capability of addressing several languages in parallel. This thorough introduction demonstrates how to write grammars in Grammatical...
Academic paper. — Computational Linguistics. — 2010. — Volume 36. — Number 1. — 22 p. Newly coined words pose problems for natural language processing systems because they are not in a system’s lexicon, and therefore no lexical information is available for such words. A common way to form new words is lexical blending, as in cosmeceutical, a blend of cosmetic and pharmaceutical....
Springer, 2017. — 222 p. — ISBN: 3642551971. This book takes a foundational approach to the semantics of probabilistic programming. It elaborates a rigorous Markov chain semantics for the probabilistic typed lambda calculus, which is the typed lambda calculus with recursion plus probabilistic choice. The book starts with a recapitulation of the basic mathematical tools needed...
Учебное пособие. — Новосибирск: РИЦ НГУ, 2016. — 166 с. — ISBN: 978-5-4437-0548-4. В пособии рассмотрены формальные модели текстов на естественном языке, основанные на методах математической логики, линейной алгебры, теории вероятностей и математической статистики, а также изложены алгоритмы обработки текстов, применяемые для семантического анализа, классификации, поиска и...
Prague: Charles University, 2007. — 104 p.
Functional Arabic Morphology is a formulation of the Arabic inflectional system seeking the working interface between morphology and syntax. ElixirFM is its high-level implementation that reuses and extends the Functional Morphology library for Haskell. Inflection and derivation are modeled in terms of paradigms, grammatical...
Cambridge University Press, 2006. — 423 p. — ISBN: 0521836573, 9780521836579 Text mining is a new and exciting area of computer science research that tries to solve the crisis of information overload by combining techniques from data mining, machine learning, natural language processing, information retrieval, and knowledge management. Similarly, link detection – a rapidly...
Routledge. 1998. — xvi, 297 pages. — ISBN: 0-203-05901-8. Computing has had a dramatic impact on the discipline of linguistics and is shaping the way we conceptualize both linguistics and language. Using Computers in Linguistics provides a practical introduction to recent developments in linguistic computing and offers specific guidance to the linguist or language professional...
Springer, 2007. — 449 p. This book presents recent developments in automatic text analysis. Providing an overview of linguistic modeling, it collects contributions of authors from a multidisciplinary area that focus on the topic of automatic text analysis from different perspectives. It includes chapters on cognitive modeling and visual systems modeling, and contributes to the...
Самарский государственный социально-педагогический университет, Самара, 2016. - 36 с.
Дисциплина - Теория языка.
Содержание.
Введение.
Теоретические основы исследования.
Понятие перевода и машинного перевода.
История развития машинного перевода.
Существующие бесплатные системы машинного перевода и их результаты.
Практические основы исследования.
Заключение....
Исследовательская работа ученицы 7 класса, г. Нижневартовск, МБОУ "Гимназия №1". Работа посвящена исследованию языка виртуальной коммуникации на материале интернет -блогов различной тематики.
На материале интернет - блогов различной тематики.
Springer, 2017. — 152. Grammatical inference, the main topic of this book, is a scientific area that lies at the intersection of multiple fields. Researchers from computational linguistics, pattern recognition, machine learning, computational biology, formal learning theory, and many others have their own contribution. Therefore, it is not surprising that the topic has also a...
Packt Publishing, 2016. — 756 p. — ISBN: 978-1-78728-510-1. Natural Language Processing is a field of computational linguistics and artificial intelligence that deals with human-computer interaction. It provides a seamless interaction between computers and human beings and gives computers the ability to understand human speech with the help of machine learning. The number of...
ЮФУ, Российская Федерация, город Ростов-на-Дону, Ивченко М.В., 2015. 17 слайдов.
В презентации рассматривается история развития машинного перевода, а также его особенности. Показывается принцип действия машинного перевода на примере технологии, используемой компанией Яндекс.
Walter de Gruyte, 2016. — 359 p. — ISBN: 1614516030. The book provides a forward-looking examination of speech and language in robots from technical, functional, and social perspectives. Contributors address cultural foundations as well as the linguistic skills and technical features robots need for engaging in a dialogue.
Национальный исследовательский Томский политехнический университет. 2015. 12 с. Презентация к лекции. Владимирова Т.Л. Правила сокращения информации предложений Правила трансформации предложений
Wiley-ISTE, 2016. — 207 p. — (Computer Science). — ISBN10: 1848219040. — ISBN13: 978-1848219045. This book presents a unique opportunity for constructing a consistent image of collaborative manual annotation for Natural Language Processing (NLP). NLP has witnessed two major evolutions in the past 25 years: firstly, the extraordinary success of machine learning, which is now,...
Навчально-методичний посібник з курсу “Лінгвістичне забезпечення комп'юртерних систем” для студентів спеціальності “Прикладна лінгвістика”. — Миколаїв: Національний університет кораблебудування імені адмірала Макарова, 2010. — 43 с.
Вступ.
Мовна компетенція комп'ютерів. Формальні мови та граматики.
Контекстно-вільні мови і граматики.
Контекстно-залежні граматики....
John Benjamins, 2012. — vi, 367 pages. — (Linguistik Aktuell/Linguistics Today). — ISBN: 978-90-272-7341-3. The theoretical proposals brought forward in this book as well as the results from the reported experimental studies present genuine contributions to the biolinguistic program. The papers contribute to our understanding of the properties of the computations and the...
Учеб. пособие. — М.: МГОУ; Росвузнаука, 1992. — 81 с. — ISBN: 5-7045-0132-Х. В учебном пособии определяется предмет компьютерной лингвистики, даются его основные понятия. Рассматриваются как традиционные в лингвистике подходы к описанию естественного языка и его моделирования средствами вычислительной техники, так и результаты исследований, проведенных в последнее время....
MIT Press, 1986. — 480. It takes a great deal of knowledge and processing to understand narrative text. BORIS attempts to understand just a few very complicated stories as deeply as possible in contrast to the approach of skimming a great number of stories. As a result, the BORIS project has had to deal with little explored areas concerning knowledge interactions, expectation...
Oxford: Pergamon Press, 1983. — 200 p. — ISBN10: 008030253X; ISBN13: 978-0080302539. Computational Linguistics provides an overview of the variety of important research in computational linguistics in North America. This work is divided into 15 chapters and begins with a survey of the theoretical foundations and parsing strategies for natural language. The succeeding chapters...
М.: Факультет ВМиК МГУ им. М.В. Ломоносова. — 47 с.
(Год издания не указан).
Сферы применения систем автоматической обработки текстов.
Машинный перевод.
Генерация текста.
Локализация и интернационализация.
Работа на ограниченном языке.
Создание текстовых документов.
Поиск информации.
Лингвистическое обеспечение систем автоматической обработки текстов
Лингвистические...
Springer, 2016. — 210 p. — (Studies in Linguistics and Philosophy; Book 96). — ISBN10: 3319287478. — ISBN13: 978-3319287478. This volume on the semantic complexity of natural language explores the question why some sentences are more difficult than others. While doing so, it lays the groundwork for extending semantic theory with computational and cognitive aspects by combining...
Boca Raton: CRC Press, 2009. — 300 p. — (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series). — ISBN: 978‑1‑4200‑5940‑3. Giving a broad perspective of the field from numerous vantage points, Text Mining: Classification, Clustering, and Applications focuses on statistical methods for text mining and analysis. It examines methods to automatically cluster and classify...
Article published in the «Literary and Linguistic Computing» journal — 2013 — 28:4 — pp. 668-675. DOI:10.1093/llc/fqt017
Empirical studies of broad-ranging aspects of culture, such as ‘cultural complexities’ are often extremely difficult. Following the model of Michel et al. (Michel, J.-B., Shen, Y. K., Aiden, A. P. et al. (2011). Quantitative analysis of culture using millions...
Научно-практический журнал «Прикладная информатика» том 10, № 1 (55), 2015, С. 98-105.
В статье изложен подход для построения нечетких лингвистических переменных, основанный на использовании методов кластерного анализа данных. Основным предположением при использовании этого метода является тот факт, что при удалениии от центра кластера степень принадлежности элемента нечеткому...
Oxford University Press, 2003. — 770 pages. — ISBN: 0-I9-823882-7. Computational Linguistics is an interdisciplinary field concerned with the processing of language by computers. Since machine translation began to emerge some fifty years ago, Computational Linguistics has grown and developed exponentially. It has expanded theoretically through the development of computational...
Сборник научных трудов. — Новосибирск: Вычислительный центр СО РАН, 1982. — 150 с. — (Взаимодействие с ЭВМ на естественном языке). Ю.Д. Апресян, Л.Л. Цинман. Об идеологии системы ЭТАП-2. 3.М. Шаляпина. Об одном способе формализации понятия лингвистической нормативности в целях автоматической обработки текстов. Е.В. Падучева. Актуализация предложения в составе речевого акта. О.Ю....
Новосибирск: Вычислительный центр СО РАН, 1982. — 150 с. — (Взаимодействие с ЭВМ на естественном языке). Ю.Д. Апресян, Л.Л. Цинман. Об идеологии системы ЭТАП-2. 3.М. Шаляпина. Об одном способе формализации понятия лингвистической нормативности в целях автоматической обработки текстов. Е.В. Падучева. Актуализация предложения в составе речевого акта. О.Ю. Богуславская. О семантике...
Springer, 2009. — 832. The second edition of the Handbook on Ontologies provides an up-to-date comprehensive overview of the field of ontologies that is evolving rather fast. Since the first edition of the handbook that was finished in 2003 and published in 2004, ontologies have achieved an even more important role with respect to the advancement of established information...
Springer, 2007. — 930. Ontology, or the nature of being, has been a focal area of study in the philosophical disciplines for a long time. Interpreted simply, the term ontology refers to the question “what kinds of things exist?” to a philosopher, while a computer scientist grapples with the question “what kinds of things should we capture and represent?” Together, research on...
CRC Press, 2016. — 336 p. — (data mining and knowledge discovery). — ISBN: 9781482237580, 148223758X Text Mining and Visualization: Case Studies Using Open-Source Tools provides an introduction to text mining using some of the most popular and powerful open-source tools: KNIME, RapidMiner, Weka, R, and Python. The contributors—all highly experienced with text mining and...
CSLI Publications, 2005. — 267 p. This book developed out of courses on computational semantics that the authors jointly taught at the Department of Computational Linguistics, University of the Saarland, Saarbrucken, Germany, in 1995 and 1998, and at ESSLLF97, the 9th European Summer School in Logic, Language and Information, Aix-en-Provence, France, in August 1997. When...
Аредова И.И., Заслонко А.Н., Хахалин Г.К. Лингвистическая обработка ЕЯ-текста в программной оболочке системы машинного перевода "ТОЛМАЧ" // Труды Международного семинара "Диалог'96" по компьютерной лингвистике и ее приложениям, М., 1996, с. 34-36 Система "ТОЛМАЧ" представляет собой оболочку системы машинного перевода, предназначенную для автоматизации процесса перевода с...
Хахалин Г.К. О модели предметной области для лингвистического транслятора. Труды Международного семинара "Диалог'2002" по компьютерной лингвистике и ее при-ложениям. Т. 2. Протвино. 2002, с. 514-518.
Наполнение лингвистической модели определяется используемым подмножеством естественного языка и проблемной областью, а структура модели – соответствующими языками представления...
Хахалин Г.К. Модели лингвистического транслятора. Труды Международного семинара "Диалог'2002" по компьютерной лингвистике и ее приложениям. Т. 2. Протвино. 2002, с. 506-513.
Рассматриваются вопросы построения модели предметной области для интегральной интеллектуальной системы (ИС). Языком представления знания является язык гиперграфов. Этот тип модели может быть общим для любого...
Хахалин Г.К., Воскресенский А.Л. Контекстное фрагментирование в лингвистическом анализе // Труды Х национальной конференции по Искусственному Интеллекту с международным участием – КИИ-2006. М.: Физматлит, 2006, с. 479-488. Для многих прикладных областей обработки текстов на естественном языке (ЕЯ) лингвистический анализ можно рассматривать как задачу, решающую две основные...
Хахалин Г.К. Лингвистическая трансляция сложных и эллиптических ЕЯ-предложений // Труды VIII национальной конференции по Искусственному Интеллекту РАН – КИИ-2002. Коломна, 2002, с. 251-256.
В работе описывается схема лингвистической трансляции сложных и неполных предложений естественного языка. Разбивка сложных предложений на фразы предполагает наличие в синтаксической модели...
Хахалин Г.К. Использование гиперграфов в лингвистической трансляции. Труды Международного семинара "Диалог'99" по компьютерной лингвистике и ее прило-жениям, т. 2. Приложения, Таруса, 1999, с. 315-320.
Если упрощенно представить процесс лингвистической трансляции как анализ входа и его преобразование в выход, то для прямой трансляции это означает произвести анализ ЕЯ-предложений...
Диплом (Master), Katholieke Universiteit Leuven, 2000, -34 pp. Word sense disambiguation is an important problem in text processing, with applications in many domains, such as information retrieval, machine translation and with many commercial applications. As in other classification tasks, the lack of annotated corpora used for training makes it a difficult problem. People are...
Труды VI национальной конференции по Искусственному Интеллекту РАН - КИИ-98. Пущино, 1998, Т. 1, с. 238-246.
Описываются несколько систем с различной степенью обработки ЕЯ-текстов лингвистическим транслятором (ЛТ), разработанным на основе метода контекстного фрагментирования. Дается краткая характеристика метода. Приводятся примеры различных типов ЕЯ-предложений (простые,...
Foundations and Trends in Information Retrieval Vol. 5, Nos. 2–3 (2011) 103–233 Types of Summaries How do Summarization Systems Work? Evaluation Issues Where Does Summarization Help? Article Overview Sentence Extraction: Determining Importance Unsupervised Data-driven Methods Machine Learning for Summarization Sentence Selection vs. Summary Selection Sentence Selection for...
Cambridge University Press, 2003. — ix, 292 p. — ISBN10: 0521780675; ISBN13: 978-0521780674. This book explores how some word meanings are paradigmatically related to each other, for example, as opposites or synonyms, and how they relate to the mental organization of our vocabularies. Traditional approaches claim that such relationships are part of our lexical knowledge (our...
Springer, 1994. — 313 p. Explorations in Automatic Thesaurus Discovery presents an automated method for creating a first-draft thesaurus from raw text. It describes natural processing steps of tokenization, surface syntactic analysis, and syntactic attribute extraction. From these attributes, word and term similarity is calculated and a thesaurus is created showing important...
Addison-Wesley, 1989. — 547 p. The current period is known as the information age because more information is generated about more topics than ever before. In this complex world, relevant information is often needed to carry out the tasks at hand and to make intelligent decisions. When large data banks of information are collected and stored, it is difficult to find the data...
Springer, 2008. — 243 p.
As we enter the third decade of the World Wide Web (WWW), the textual revolution has seen a tremendous change in the availability of online information. Finding information for just about any need has never been more automatic—just a keystroke or mouse click away. While the digitalization and creation of textual materials continues at light speed, the...
Диплом (Master), Massachusetts Institute of Technology, 2014. — 44 p. The contributions of this thesis are twofold. First, we present a new unsupervised algorithm for morphological segmentation that utilizes pseudo-semantic information, in addition to orthographic cues. We make use of the semantic signals from continuous word vectors, trained on huge corpora of raw text data....
Диплом (Master), Massachusetts Institute of Technology, 2011, -103 pp. Natural language is the means through which humans convey meaning to each other - each word or phrase is a label, or name, for an internal representation of a concept. This internal representation is built up from repeated exposure to particular examples, or instances, of a concept. The way in which we learn...
Routledge, 2015. — 718 pages. — ISBN: 978-0-415-52484-1; ISBN: 978-1-315-74912-9. The Routledge Encyclopedia of Translation Technology provides a state-of-the art survey of the field of computer-assisted translation. It is the first definitive reference to provide a comprehensive overview of the general, regional and topical aspects of this increasingly significant area of...
Москва, РГГУ, 2014, 35 слайдов
Наносемантика
Лог разговора с «роботом»
Лингвистические инструменты и технологии
Автоматизированная коммуникация
Коммуникационные проблемы
Модель виртуального собеседника для коммерческого сайта: основные принципы
Introduction to Computational Linguistics
First (largely non-technical) introduction to the field of computational linguistics and its history
Survey of natural language processing applications
In-depth look at machine translation as a means to illustrate the major tasks for natural language processing
Presentation of tools and resources needed for natural language processing...
MIT Press, 1983. — 397 p.
As the contributions to this book make clear, a fundamental change is taking place in the study of computational linguistics analogous to that which has taken place in the study of computer vision over the past few years and indicative of trends that are likely to affect future work in artificial intelligence generally.
The first wave of efforts on...
MIT Press, 1983. — 397 p.
As the contributions to this book make clear, a fundamental change is taking place in the study of computational linguistics analogous to that which has taken place in the study of computer vision over the past few years and indicative of trends that are likely to affect future work in artificial intelligence generally.
The first wave of efforts on...
Диссертация, Universiteit van Amsterdam, 2009, -252 pp. In the thesis we have pursued the topic of the computational complexity of natural language quantifier constructions. Our perspective combined logical research with linguistic insights and an empirical, cognitive foundation. Finally, we described an empirical study supporting the computational complexity perspective on...
Springer, 1967. — 221 p. The point of departure of this general survey of modern structural linguistics is the place of language in human relations. Linguistics will consequently be understood as a science of communication. My book is not intended as an elementary handbook. The readers are supposed to be in the first place advanced students of linguistics and phonetics and of...
Springer, 1979. — 236 p. The attempt to simulate dialogues in Natural Language by a machine requires extensive analyses of Natural Language's expression and content phenomena. Carefully deducted natural laws must be extracted. A division of all existing Natural Languages into carrier systems of a) agglutinated and b) isolated morphological structures appears to be of principal...
MIT Press, 1985. — 396 p. How do people learn language? How can we get a machine to learn language? This book is an investigation into these central questions of human and machine cognition. Its approach is computational, drawing on studies of language acquisition from linguistics and psychology, but ultimately using the tools and techniques of computational theory and modeling...
Издательство MIT Press, 1980, -353 pp. This study is an attempt to demonstrate that assumptions about the computational limitations of cognitive processes can lead to important insights into non-computational cognitive theories. It is a slightly revised form of the my Ph.D. dissertation, completed in October 1977, with changes limited mainly to correction of errors of argument...
Монография, 2007, 140 стр.
The book describes the systems theoretical framework of synergetic linguistics
using the lexical subsystem of language as an illustrative example. The approach
is motivated by its demand not only to decribe linguistic phenomena but also to
provide a means to explain them. The basis of explanation is a functional one. Functional explanations as a...
208 страници. София 2014. Секция по компютърна лингвистика. Институт за български език. Българска академия на науките. Дисертация за присъждане на образователната и научната степен „доктор. Научен ръководител: проф. д-р Светла Коева. Увод: Около 20% от общо 329-те доклада, приети за представяне на провелата се в София 51-а среща на Асоциацията по компютърна лингвистика, бяха на...
Packt Publishing, 2015. — 262 p. — ISBN10: 17843917940, ISBN13: 978-1-78439-179-9. Natural Language Processing (NLP) is an important area of application development and its relevance in addressing contemporary problems will only increase in the future. There has been a significant increase in the demand for natural language-accessible applications supported by NLP tasks....
Springer, 2000. — 536 p. The present volume is a companion to the Handbook of Standards and Resources for Spoken Language Systems (/file/656633/), and addresses decision makers, developers and advanced students in the human language technologies who are looking for guidance in areas such as the evaluation of consumer off-the-shelf products, multimodal and audiovisual systems,...
Издательство Cambridge University Press, 1990, -212 pp.
A primary problem in the area of natural language processing has been semantic analysis. This book looks at the semantics of natural languages in context. It presents an approach to the computational processing of English text that combines current theories of knowledge representation and reasoning in Artificial...
Springer, 1981. — 141 p. This report was started in the boreal summer of 1976, making its first appearance as Hirst (1976b), and was completed almost three years later, after a number of lapses and relapses. Like a chinchilla one is trying to photograph, the field I was trying to describe would not sit still. Therefore, while I have tried to incorporate all the changes that...
Springer, 1981. — 141 p. This report was started in the boreal summer of 1976, making its first appearance as Hirst (1976b), and was completed almost three years later, after a number of lapses and relapses. Like a chinchilla one is trying to photograph, the field I was trying to describe would not sit still. Therefore, while I have tried to incorporate all the changes that...
MIT Press, 2000. — 363 p. This book attempts to bring together in a single framework and a uniform notation a number of strands in a project that my colleagues and I have been pursuing over several years. The purpose of the research has been to develop a principled theory of natural grammar more directly compatible on the one hand with certain syntactic phenomena that...
Издательство D. Reidel Publishing, 1980, -577 pp. This book is the lasting result of the first NATO Advanced Study Institute on Speech, held at the Centre Culturel du Chateau de Bonas, from June 26 to July 7, 1979. The intent of a NATO ASI is primarily to provide high level tutorial coverage of a field in which research is active; undoubtedly speech generation and understanding...
Издательство MIT Press, 1993, -404 pp. Recently there has been a lot of excitement in cognitive science about the subsymbolic (i.e. parallel distributed processing, or distributed connectionist, or distributed neural network) approach. Subsymbolic systems seem to capture a number of intriguing properties of humanlike information processing such as learning from examples,...
John Benjamins Publishing, 1996. — 377 p. — (Studies in Language Companion Series 31). The goal of this book is to summarize the most important work carried out on and with Lexical Functions in the field of lexicography and computational linguistics. Most of the articles in this book grew out of the papers presented at the International Workshop on the Meaning-Text Theory held...
Atlantis Press, World Scientific, 2009. — 276 p. This book provides a systematic introduction course of alternative methods developed to model and compute with linguistic information in natural languages to modify and overcome limitations of Computing with Words concept in the sense of Zadeh, e.g., difficulty in determining and interpreting fuzzy set membership functions of...
Издательство Blackwell Publishers, 2002, -227 pp. This book addresses the fact that computational literacy is essential for the modern linguist or related language professional; for example, speech pathologists, psycholinguists, literary theorists, and so on. Simple programming expertise is an essential part of many forms of data collection and analysis in these fields....
Издательство Kluwer, 1988, -270 pp. This book introduces a theory, Naive Semantics (NS), a theory of the knowledge underlying natural language understanding. The basic assumption of NS is that knowing what a word means is not very different from knowing anything else, so that there is no difference in form of cognitive representation between lexical semantics and encyclopedic...
Издательство Benjamin/Cummings Publishing, 1995, -675 pp. The primary goal of this book is to provide a comprehensive, in-depth description of the theories and techniques used in the field of natural language understanding. To do this in a single book requires eliminating the idiosyncratic complexities of particular approaches and identifying the underlying concepts of the...
Издательство Atlantis Press, 2012, -252 pp. Inference-based natural language understanding (NLU) was a thriving area of research in the 1970s and 1980s. It resulted in good theoretical work and in interesting small-scale systems. But in the early 1990s it foundered on three difficulties: Parsers were not accurate enough to produce predicate-argument relations reliably, so that...
2nd ed. — Springer Berlin Heidelberg, 2014. — 674 p. — ISBN: 9783642414633, 9783642414640 The areas of natural language processing and computational linguistics have continued to grow in recent years, driven by the demand to automatically process text and spoken data. With the processing power and techniques now available, research is scaling up from lab prototypes to...
УО ВГУ им. П. М. Машерова, Витебск. Преподаватель - Адаменко Н.Д.
Филологический факультет, специальность - литературоведение, 2014, - 21 стр.
Предмет - информационные технологии.
Введение.
Глава 1 Развитие компьютерной лингвистики.
Представление текста в компьютерной лингвистике.
Интеграция естественного и машинного языка.
Классификация систем обработки текста....
Marcel Dekker, Inc., 2000. — 943 p.
This study explores the design and application of natural language text-based processing systems, based on generative linguistics, empirical copus analysis, and artificial neural networks. It emphasizes the practical tools to accommodate the selected system.
Springer, 2014. — 242 p. — ISBN: 9783319126548, 9783319126555
This book comprises a set of articles that specify the methodology of text mining, describe the creation of lexical resources in the framework of text mining, and use text mining for various tasks in natural language processing (NLP). The analysis of large amounts of textual data is a prerequisite to build lexical...
Springer, 2015. — 314 p. — ISBN: 9783319105413
Part I of this book is a practical introduction to working with the Isabelle proof assistant. It teaches you how to write functional programs and inductive definitions and how to prove properties about them in Isabelle’s structured proof language. Part II is an introduction to the semantics of imperative languages with an emphasis...
Information Science Reference. 2011. 456 pages. ISBN10: 1609606175 Conversational Agents and Natural Language Interaction: Techniques and Effective Practices is a reference guide for researchers entering the promising field of conversational agents. It provides an introduction to fundamental concepts in the field, collects experiences of researchers working on conversational...
Springer. 2013. — 323 pages. — (Theory and Applications of Natural Language Processing). — ISBN13: 978-3642285684; ISBN10: 3642285686 Information extraction (IE) and text summarization (TS) are powerful technologies for finding relevant pieces of information in text and presenting them to the user in condensed form. The ongoing information explosion makes IE and TS critical for...
John Benjamins Publishing Company, 1982. — 171 р. — Series: Pragmatics & Beyond (Book 7) This is the second of two volumes – the first volume being Waltraud Brennenstuhl’s Control and Ability (P&B III:4) – treating biocybernetical questions of language. This book starts out from an investigation of the (neuro-)biological relevancy of natural language from the point of view of...
Springer, 2015. — 233 pp. This book is an excellent introduction to multiword expressions. It provides a unique, comprehensive and up-to-date overview of this exciting topic in computational linguistics. The first part describes the diversity and richness of multiword expressions, including many examples in several languages. These constructions are not only complex and...
Издательство Cambridge University Press, 2015, -226 pp.
Proposing a novel theory of parts of speech, this book discusses categorization from a methodological and theoretical point a view. It draws on discoveries and insights from a number of approaches - typology, cognitive grammar, notional approaches, and generative grammar - and presents a generative, feature-based theory....
М.: АСT: Вoсток-Зaпад, 2007. — 317, [3] с. — (Языкознание)
Учебник посвящен лингвистическим основам обработки текстов на естественном языке посредством компьютера. Рассмотрены ввод в компьютер и обработка лингвистической информации, терминология и терминография, моделирование, экспертные системы, машинный перевод. Предназначен для студентов и аспирантов, всех интересующихся...
М.: ВМиК МГУ, 2006, 42 с.
Данное учебное пособие разработано в поддержку спецкурса «Компьютерная лингвистика», читаемого на факультете ВМиК для студентов 3-5 курсов. Приводятся подробные пояснения и рекомендации.
Монография. Москва: Русский мир, 2004. – 248 с.
В предлагаемой книге рассматриваются основные проблемы компьютерной лингвистики и обсуждаются пути их решения. Компьютерная лингвистика - это область знаний, связанная c решением задач автоматической обработки информации, представленной на естественном языке.
В процессе написания книги автор опирался на опыт отечественных и...
Springer, 2015. — 578 p. The book collects contributions from well-established researchers at the interface between language and cognition. It provides an overview of the latest insights into this interdisciplinary field from the perspectives of natural language processing, computer science, psycholinguistics and cognitive science. One of the pioneers in cognitive natural...
Springer, 1989. — 427 p. The study of linguistics has been forever changed by the advent of the computer. Not only does the machine permit the processing of enormous quantities of text thereby securing a better empirical foundation for conclusions-but also, since it is a modelling device, the machine allows the implementation of theories of grammar and other kinds of language...
Издательство Mouton de Gruyter, 1993, -537 pp. I wish to express my thanks to all authors who have contributed to this book. The majority of the papers in this volume were presented at a workshop on the semantics of prepositions held at the Institut für Angewandte Informationsforschung in February 1990. The range of the book, however, has been enlarged by the contributions of...
Издательство John Benjamins Publishing, 2002, -369 pp. Lexical effects on language processing are currently a major focus of attention in studies of sentence comprehension. This thematic collection provides a uniquely multi-faceted and integrated viewpoint on key aspects of lexicalist theories, drawing from the fields of theoretical linguistics, computational linguistics, and...
Cambridge University Press, 1990. — 212 p. A primary problem in the area of natural language processing has been semantic analysis. This book looks at the semantics of natural languages in context. It presents an approach to the computational processing of English text that combines current theories of knowledge representation and reasoning in Artificial Intelligence with the...
John Benjamins Publishing, 2002. — 318 p. Advances in temporal databases make it increasingly easier to store time-dependent information, creating a need for facilities that will help end-users access this information. In the context of natural language interaction, significant effort has been devoted to interfaces that allow database queries to be formulated in natural...
Cambridge University Press, 1995. — 458 p. This volume on computational lexical semantics emerged from a workshop on lexical semantics issues organized in Toulouse, France, in January 1992. The chapters presented here are extended versions of the original texts. Lexical semantics is now becoming a major research area in computational linguistics and it is playing more of a...
Kluwer, 1993. — 326 p. Natural language is easy for people and hard for machines. For two generations, the tantalizing goal has been to get computers to handle human languages in ways that will be compelling and useful to people. Obstacles are many and legendary. Natural Language Processing: The PLNLP Approach describes one group's decade of research in pursuit of that goal. A...
Cambridge University Press, 1988. — 230 p. This book explores a new approach to text generation that interprets systemic grammar as a computational representation. Systemic grammars are interpreted as domain-specific knowledge and used by an artificial intelligence problem solver to solve text-generation problems. This is made possible by a fundamental, but hitherto...
Routledge, 2015. — 718 pages. — ISBN: 978-0-415-52484-1; ISBN: 978-1-315-74912-9. The Routledge Encyclopedia of Translation Technology provides a state-of-the art survey of the field of computer-assisted translation. It is the first definitive reference to provide a comprehensive overview of the general, regional and topical aspects of this increasingly significant area of...
Springer, 1992. — 385 p. Connection science is a new information-processing paradigm which attempts to imitate the architecture and process of the brain, and brings together researchers from disciplines as diverse as computer science, physics, psychology, philosophy, linguistics, biology, engineering, neuroscience and AI. Work in Connectionist Natural Language Processing (CNLP)...
Cambridge University Press, 2006. — 298 pp. — ISBN: 0-521-43027-5. Inheritance has been used in AI knowledge representation for many years. Until recently, however, it had not been much exploited in linguistic representation. This collection describes how the lexicon may be structured using inheritance. The papers are mostly formal in orientation, mainly concentrating on...
Издательство MIT Press, 1992, — 309 pp. — ISBN: 0-262-19314-0. This book provides the first broad yet thorough coverage of issues in morphological theory. It includes a wide array of techniques and systems in computational morphology (including discussion of their limitations), and describes some unusual applications. Sproat motivates the study of computational morphology by...
Из серии Foundations and Trends in Web Science издательства NOWPress, 2009, -131 pp. The main argument of this paper is that Natural Language Processing (NLP) does, and will continue to, underlie the Semantic Web (SW), including its initial construction from unstructured sources like the World Wide Web (WWW), whether its advocates realise this or not. Chiefly, we argue, such...
М.: Изд-во Московского ун-та, 1985. — 76 с.
Учебно-практическое пособие посвящено изложению принципов интерпретации и применению интерпретирующего подхода в вычислительной лингвистике. В основе предлагаемой лингвистической концепции понятие «интерпретация» рассматривается как выполнение действий, задаваемых читаемым текстом и протекающих параллельно процессу чтения. Вводится...
Диссертация, Linköpings universitet, 2006, -145 pp. The current surge of interest in search and comparison tasks in natural language processing has brought with it a focus on vector space approaches and vector space dimensionality reduction techniques. Presenting data as points in hyperspace provides opportunities to use a variety of well-developed tools pertinent to this...
Издательство Addison-Wesley, 1980, -419 pp. This book presents a grammar of English that is used in a computer system for analyzing free-text English input. The distinguishing properties of the grammar are three: - It contains a reasonably full coverage of English. - It is based on patterns of word combination (syntax). - It reveals an essential relation between the grammar and...
Издательство Cambridge University Press, 1992, -257 pp. This book is concerned with the machine-based generation of natural language text and presents a formal analysis of problems, which in the main have previously only been approached descriptively. In the process of producing discourse, speakers and writers must decide what it is that they want to say and how to present it...
Издательство Cambridge University Press, 1992, -257 pp. This book is concerned with the machine-based generation of natural language text and presents a formal analysis of problems, which in the main have previously only been approached descriptively. In the process of producing discourse, speakers and writers must decide what it is that they want to say and how to present it...
Springer, 1994. — 468 p. This volume contains 15 papers representing varying perspectives on reversible grammars: from a linguistic and psychological phenomenon to a computational property of certain classes of programs to an application tool. The papers give an up-to-date and highly representative review of this active research field and its impact on other areas of...
Издательство Longman, 1998, -313 pp. Research into Natural Language Processing - the use of computers to process language - has developed over the last couple of decades into one of the most vigorous and interesting areas of current work on language and communication. This book introduces the subject through the discussion and development of various computer programs which...
Издательство Longman, 1998, -313 pp. Research into Natural Language Processing - the use of computers to process language - has developed over the last couple of decades into one of the most vigorous and interesting areas of current work on language and communication. This book introduces the subject through the discussion and development of various computer programs which...
Издательство Petrocelli Book, 1981, -286 pp. This book is intended to introduce the reader to the developing technology of natural language processing. It is organized primarily around case studies of implemented natural language processors. For clarity, the various aspects of language analysis, syntax, semantics, discourse, and knowledge representation are considered...
Springer, 1991. — 164 p. This is an exciting time for Artificial Intelligence, and for Natural Language Processing in particular. Over the last five years or so, a newly revived spirit has gained prominence that promises to revitalize the whole field: the spirit of empiricism. This book introduces a new approach to the important NLP issue of automatic ambiguity resolution,...
Springer, 1994. — 468 p. This volume contains 15 papers representing varying perspectives on reversible grammars: from a linguistic and psychological phenomenon to a computational property of certain classes of programs to an application tool. The papers give an up-to-date and highly representative review of this active research field and its impact on other areas of...
Cambridge University Press, 1985. — 428 p. — ISBN: 0521262038, 9780521262033. This is a collection of new papers by leading researchers on natural language parsing. In the past, the problem of how people parse the sentences they hear — determine the identity of the words in these sentences and group these words into larger units — has been addressed in very different ways by...
Cambridge University Press, 1985. — 428 p. — ISBN: 0521262038, 9780521262033. This is a collection of new papers by leading researchers on natural language parsing. In the past, the problem of how people parse the sentences they hear — determine the identity of the words in these sentences and group these words into larger units — has been addressed in very different ways by...
Издательство Kluwer, 1986, -200 pp. The advent of computer aided design and the proliferation of computer aided design tools have been instrumental in furthering the state-of-the art in integrated circuitry. Continuing this progress, however, demands an emphasis on creating user-friendly environments that facilitate the interaction between the designer and the CAD tool. The...
Издательство Cambridge University Press, 1992, -278 pp. This book is based on my doctoral dissertation at Brown University, submitted in December 1983. I have revised it extensively; in particular, I have kept the literature reviews up to date, and tried to take account of related work on the same topic that has been published since the original dissertation. The work herein is...
Издательство Cambridge University Press, 1992, -278 pp. This book is based on my doctoral dissertation at Brown University, submitted in December 1983. I have revised it extensively; in particular, I have kept the literature reviews up to date, and tried to take account of related work on the same topic that has been published since the original dissertation. The work herein is...
Издательство Mouton de Gruyter, 1995, -167 pp. This book gives a detailed description of a computer program called ProfGlot, written in Prolog and using the theory of Functional Grammar in the version described in Dik (1989f). ProfGlot is an integrated system in two senses: it can deal with three different languages in terms of very similar structures and procedures; and it not...
Издательство Kluwer, 1996, -218 pp. Although there has been much progress in developing theories, models and systems in the areas of Natural Language Processing (NLP) and Vision Processing (VP) there has up to now been little progress on integrating these two subareas of Artificial Intelligence (AI). This book contains a set of edited papers on recent advances in the theories,...
Издательство Kluwer, 1996, -260 pp. Although there has been much progress in developing theories, models and systems in the areas of Natural Language Processing (NLP) and Vision Processing (VP), there has heretofore been little progress on integrating these two subareas of Artificial Intelligence (AI). This book contains a set of edited papers addressing theoretical issues and...
Издательство Kluwer, 1995, -167 pp. Although there has been much progress in developing theories, models and systems in the areas of natural language processing (NLP) and vision processing (VP), there has hitherto been little progress in integrating these two subareas of artificial intelligence. The papers in Integration of Natural Language and Vision Processing focus on site...
Издательство Addison-Wesley , 1989, -543 pp. This book is aimed at computer scientists and linguists at undergraduate, postgraduate or faculty level, who have taken, or are Concurrently taking, a programming course in LISP. However, a good proportion of the book will also be useful to people with an interest in linguistics or NLP but who do not have a computational background....
Издательство Addison-Wesley , 1989, -523 pp. This book is aimed at computer scientists and linguists at undergraduate, postgraduate or faculty level, who have taken, or are Concurrently taking, a programming course in LISP. However, a good proportion of the book will also be useful to people with an interest in linguistics or NLP but who do not have a computational background....
Stanford University. — Coursera, 2012. — eLearning (Video+PDF slides) 960x540 / H264 ~54 kbps / AAC ~705 / Kbps Видеокурс по обработке текстов, написанных на естественных языках. Курс разбит по неделям обучения. Недели содержат разное количество тем. Слайды недели собраны в файлы PDF и презентации PPTX, которыми можно пользоваться для закрепления знаний. Архив разбит по неделям...
Stanford University. — Coursera, 2012. — eLearning (Video+PDF slides) 960x540 / H264 ~54 kbps / AAC ~705 / Kbps Видеокурс по обработке текстов, написанных на естественных языках. Курс разбит по неделям обучения. Недели содержат разное количество тем. Слайды недели собраны в файлы PDF и презентации PPTX, которыми можно пользоваться для закрепления знаний. Архив разбит по неделям...
Stanford University. — Coursera, 2012. — eLearning (Video+PDF slides) 960x540 / H264 ~54 kbps / AAC ~705 / Kbps Видеокурс по обработке текстов, написанных на естественных языках. Курс разбит по неделям обучения. Недели содержат разное количество тем. Слайды недели собраны в файлы PDF и презентации PPTX, которыми можно пользоваться для закрепления знаний. Архив разбит по неделям...
Stanford University. — Coursera, 2012. — eLearning (Video+PDF slides) 960x540 / H264 ~54 kbps / AAC ~705 / Kbps Видеокурс по обработке текстов, написанных на естественных языках. Курс разбит по неделям обучения. Недели содержат разное количество тем. Слайды недели собраны в файлы PDF и презентации PPTX, которыми можно пользоваться для закрепления знаний. Архив разбит по неделям...
Stanford University. — Coursera, 2012. — eLearning (Video+PDF slides) 960x540 / H264 ~54 kbps / AAC ~705 / Kbps Видеокурс по обработке текстов, написанных на естественных языках. Курс разбит по неделям обучения. Недели содержат разное количество тем. Слайды недели собраны в файлы PDF и презентации PPTX, которыми можно пользоваться для закрепления знаний. Архив разбит по неделям...
Stanford University. — Coursera, 2012. — eLearning (Video+PDF slides) 960x540 / H264 ~54 kbps / AAC ~705 / Kbps Видеокурс по обработке текстов, написанных на естественных языках. Курс разбит по неделям обучения. Недели содержат разное количество тем. Слайды недели собраны в файлы PDF и презентации PPTX, которыми можно пользоваться для закрепления знаний. Архив разбит по неделям...
Stanford University. — Coursera, 2012. — eLearning (Video+PDF slides) 960x540 / H264 ~54 kbps / AAC ~705 / Kbps Видеокурс по обработке текстов, написанных на естественных языках. Курс разбит по неделям обучения. Недели содержат разное количество тем. Слайды недели собраны в файлы PDF и презентации PPTX, которыми можно пользоваться для закрепления знаний. Архив разбит по неделям...
Stanford University. — Coursera, 2012. — eLearning (Video+PDF slides) 960x540 / H264 ~54 kbps / AAC ~705 / Kbps Видеокурс по обработке текстов, написанных на естественных языках. Курс разбит по неделям обучения. Недели содержат разное количество тем. Слайды недели собраны в файлы PDF и презентации PPTX, которыми можно пользоваться для закрепления знаний. Архив разбит по неделям...
Springer, 1995. — 242 p. This book presents a detailed analysis and review of NLP evaluation, in principle and in practice. Chapter 1 examines evaluation concepts and establishes a framework for NLP system evaluation. This makes use of experience in the related area of information retrieval, and the analysis also refers to evaluation in speech processing. Chapter 2 surveys...
Springer, 1995. — 307 p. — ISBN: 978-94-010-4121-8, e-ISBN: 978-94-011-0273-5. Although there has been much progress in developing theories, models and systems in the areas of Natural Language Processing (NLP) and Vision Processing (VP) there has heretofore been little progress on integrating these subareas of Artificial Intelligence (AI). This book contains a set of edited...
Springer, 2013. — 199 p. Natural language is one of the most important means of human communication. It enables us to express our will, to exchange thoughts, and to document our knowledge in written sources. Owing to its substantial role in many facets of human life, technology for automatically analyzing and processing natural language has recently become increasingly...
Издательство Marcel Dekker, 2000, -962 pp. The discipline of Natural Language Processing (NLP) concerns itself with the design and implementation of computational machinery that communicates with humans using natural language. Why is it important to pursue such an endeavor? Given the self-evident observation that humans communicate most easily and effectively with one another...
De Gruyter Mouton, 2010. — 395 p. — ISBN: 978-3-11-022641-6, e-ISBN: 978-3-11-022642-3. Series: Cognitive Linguistic Research (Book 46). In line with the increasing use of empirical methods in Cognitive Linguistics, the current volume explores the uses of quantitative, in particular corpus-driven, techniques for the study of meaning. It shows how these techniques contribute to...
Springer, 2014. — 477 p. Modern communication technologies, such as the television and the Internet, have made readily available massive amounts of information in many languages. More such data is being generated in real time, 24 h a day and 7 days a week, aided by social networking sites such as Facebook and Twitter. This information explosion is in the form of multilingual...
Издательство John Wiley, 1991. — 322 p. This book is an introduction to the automatic analysis and generation of sentences or texts in natural language. We do not claim to be able to present in an exhaustive way all the problems involved, but it offers a panorama, several examples of very real problems and research areas. The book is aimed at students, so that we include brief...
Издательство Cambridge University Press, 2004, -195 pp. By the late 1970s, phonologists, and later morphologists, had departed from a linear approach for describing morphophonological operations to a nonlinear one. Computational models, however, remain faithful to the linear model, making it very difficult, if not impossible, to implement the morphology of languages whose...
Издательство Wiley-ISTE, 2013. — 143 p. — ISBN: 978-1-84821-596-2. This very well-documented book addresses the field of geographic information extraction and retrieval from textual documents. Geographic information retrieval from documents is, indeed, a rapidly emerging subject, a trend fostered by the growing power of the Internet and the emerging possibilities of data...
CRC Press. 2013. 346 pages. ISBN: 1466584963 This book introduces the semantic aspects of natural language processing and its applications. Topics covered include: measuring word meaning similarity, multi-lingual querying, and parametric theory, named entity recognition, semantics, query language, and the nature of language. The book also emphasizes the portions of mathematics...
Издательство MIT Press, 1998, -447 pp. It crystallized in 1985. Latent and inchoate for twenty years, in 1985 it became explicit, a project we could mention when asked what we were working on. But in 1985 WordNet was very different from what it became ten years later. One of the project's original presuppositions was the separability hypothesis: that the lexical component of...
Cambridge: MIT Press, 1997. — 472 p. Finite-state devices, which include finite-state automata, graphs, and finite-state transducers, are in wide use in many areas of computer science. Recently, there has been a resurgence of the use of finite-state devices in all aspects of computational linguistics, including dictionary encoding, text processing, and speech processing. This...
Издательство MIT Press, 1997, -593 pp. Based on an introductory course on natural-language semantics, this book provides an introduction to type-logical grammar and the range of linguistic phenomena that can be handled in categorial grammar. It also contains a great deal of original work on categorial grammar and its application to natural-language semantics. The author chose...
Издательство MIT Press, 1993, -190 pp. This book breaks new ground in artificial intelligence research by presenting statistical language processing from an artificial intelligence point of view in a text for researchers and scientists with a traditional computer science background. New, exacting empirical methods are needed to break the deadlock in such areas of artificial...
Amsterdam; Philadelphia: John Benjamins Publishing Company, 2014. — 402 p. — (Studies in Language Companion Series 150). — ISBN 9027259151; ISBN13 9789027259158. There is a growing awareness of the significance and value that modelling using information technology can bring to the functionally oriented linguistic enterprise. This encompasses a spectrum of areas as diverse as...
Springer, 2014. — 192 p. This book grew out of sets of lecture notes for a graduate course on computational methods for corpus annotation and analysis that I have taught in the Department of Applied Linguistics at The Pennsylvania State University since 2006. After several iterations of the course, my students and I realized that while there is an abundance of introductory...
Springer. New York, USA. 2010. 328 pages. Includes glossary, references, and index. This book examines key issues in designing semantics-oriented natural language processing systems. A broad conceptual framework for describing structured meanings of NL-texts is obtained by defining a new class of formal languages called standard knowledge languages (SK-languages) using a system...
Издательство Cambridge University Press, 2014, -285 pp. Coh-Metrix is among the broadest and most sophisticated automated textual assessment tools available today. Automated Evaluation of Text and Discourse with Coh-Metrix describes this computational tool, as well as the wide range of language and discourse measures it provides. Section I of the book focuses on the theoretical...
Уральский федеральный университет имени первого Президента России Б. Н. Ельцина, Екатеринбург, автор – Башкиров А.В., руководитель – Авербух В.Л., 2011 г., 52 стр.
Содержание:
Введение.
Историко-библиографический обзор.
Результаты собственных исследований.
Особенности решения задачи с текстовыми условиями.
Время.
Деление пространства.
Уточнения, связанные с естественными...
Учебное пособие. — СПб: НИУ ИТМО (Санкт-Петербургский национальный исследовательский университет информационных технологий, механики и оптики), 2013. — 72 с. Рассматриваются основные принципы компьютерного анализа текстов на естественном языке. Приведены примеры анализа на трех уровнях - морфологическом, синтаксическом и семантическом с использованием соответствующего...
3rd edition: Springer, 2013 — 500 p.
The central task of a future-oriented computational linguistics is the development of cognitive machines which humans can freely talk with in their respective natural language. In the long run, this task will ensure the development of a functional theory of language, an objective method of verification, and a wide range of practical...
Oxford University Press, 2005. — 603 p. The emergence of natural language processing applications that process the wide range of electronic texts now universally available has drawn attention to the need for systems that are temporally aware, so that they can extract temporal meaning from documents in various languages. Such capabilities can be useful in question answering,...
Издательство Cambridge University Press, 1993, -416 pp. The goal of this book is to integrate the research being carried out in the field of lexical semantics in linguistics with the work on knowledge representation and lexicon design in computational linguistics. Rarely do these two camps meet and discuss the demands and concerns of each other's fields. Therefore, this book is...
Институт Иностранных Языков МАИ, Москва, Преподаватель - Дубинина Н. М., Предмет - Информационные технологии в переводе, 2013 год, 24 стр.
Перевод текстов. Общие понятия.
Необходимость создания систем машинного перевода.
Основные понятия и проблемы машинного перевода.
Автоматический словарь системы машинного перевода.
Система синтаксических соответствий ИЯ и ПЯ.
Качество...
Институт Иностранных Языков МАИ, Москва, Преподаватель - Дубинина Н. М., Предмет - Информационные технологии в лингвистике, 2013 год, 25 стр.
Введение.
Основные понятия.
Письменный лексикон как простейшая составляющая лингвистических ресурсов.
Терминологические словари и банки данных
Письменные текстовые массивы
Фонетические лингвистические ресурсы
Заключение.
Список...
Springer, 2013. — 343 p. Fluid construction grammar (FCG) is a new formalism for the representation of lexicons and grammars. It is fully operational and has been used in a wide range of case studies for different languages, both for studying specific grammatical phenomena and design patterns [2] and for investigating language learning and language evolution [3]. It is...
Oxford University Press, 1994. — 496 p. This book was planned as a follow-up to the fifth Pisa International Summer School on Computational Lexicology and Lexicography, organized in 1988 by the group of researchers working in Pisa in the field of computational linguistics (henceforth CL), in the University and in the Institute of Computational Linguistics of the National...
Издательство Cambridge University Press, 2010, -360 pp. The mapping between knowledge representation and natural language is fast becoming a focal point of both knowledge engineering (KE) and computational linguistics (CL). Ontologies have a special role to play in this interface. They are essential stepping stones (a) from natural language to knowledge representation and...
Издательство Chapman & Hall/CRC, 2008, -322 pp. The primary audience for this book is students, researchers, and developers in computational linguistics who are interested in applying or advancing our understanding of semisupervised learning methods for natural language processing. The problem of semisupervised learning arose almost immediately when computational linguists...
Издательство Kluwer, 1999, -407 pp.
The last decade has been one of dramatic progress in the field of Nat ural Language Processing (NLP). This hitherto largely academic discipline has found itself at the center of an information revolution ushered in by the Internet age, as demand for human-computer communication and information access has exploded. Emerging applications in...
Издательство Kluwer, 1999, -341 pp. In both the linguistic and the language engineering community, the creation and use of annotated text collections (or annotated corpora) is currently a hot topic. Annotated texts are of interest for research as well as for the development of natural language processing (NLP) applications. Unfortunately, the annotation of text material,...
Kluwer, 1999. — 381 pp. This volume is a selection of papers presented at a workshop entitled Predicative Forms in Natural Language and in Lexical Knowledge Bases organized in Toulouse in August 1996. A predicate is a named relation that exists among one or more arguments. In natural language, predicates are realized as verbs, prepositions, nouns and adjectives, to cite the...
Издательство Kluwer, 1998, -255 pp. This book is addressed to those who need to describe, compare, classify or analyse sets of texts, whether for research, study or teaching purposes. Texts can be literary texts, scientific texts (in bibliometrics, scientometrics, automatic information retrieval), economics texts, sociological texts (responses to open questions in...
Издательство Kluwer, 2000, -277 pp. Parsing technology is concerned with finding syntactic structure in language. In parsing we have to deal with incomplete and not necessarily accurate formal descriptions of natural languages. Robustness and efficiency are among the main issuesin parsing. Corpora can be used to obtain frequency information about language use. This allows...
Kluwer, 2003. — 404 p. It is now quite easy to have access to large corpora for both written and spoken language. Corpora have become popular resources for linguists and engineers developing applications in Natural Language Processing (NLP). Linguists typically look for various occurrences of specific words or patterns, engineers extract lexicons and language models...
Kluwer, 2001. — 359 p. This book is an introduction to the statistical analysis of word frequency distributions, intended for linguists, psycholinguistics, and researchers working in the field of quantitative stylistics and anyone interested in quantitative aspects of lexical structure. Word frequency distributions are characterized by very large numbers of rare words. This...
Издательство Nova Science, 2007, -381 pp. The topic of this book is the theoretical foundations of a theory LSLT - Lexical Semantic Language Theory - and its implementation in a the system for text analysis and understanding called GETARUN1, developed at the University of Venice, Laboratory of Computational Linguistics, Department of Language Sciences. LSLT encompasses a...
Издательство Nova Science, 2008, -401 pp. Getaruns (General Text And Reference UNderstander System) is a system for text understanding. The aim of the system is to build a model world where relations and entities introduced and referred to in the text are asserted, searched for and ranked according to their relevance. In addition to that, the system is able to generate text, in...
Издательство Kluwer, 2000, -417 pp. This book evolved from the ARCADE evaluation exercise1 that started in 1995. The project's goal is to evaluate alignment systems for parallel texts, i.e., texts accompanied by their translation. Thirteen teams from various places around the world have participated so far and for the first time, some ten to fifteen years after the first...
Publisher: Springer Publication date: 2012 ISBN: 3642343988 Number of pages: 300 The ever-growing popularity of Google over the recent decade has required a specific method of man-machine communication: human query should be short, whereas the machine answer may take a form of a wide range of documents. This type of communication has triggered a rapid development in the domain...
Диссертация, Massachusetts Institute of Technology, 1995, -195 pp. This thesis proposes a unified framework for integrating a variety of linguistic knowledge sources for representing speech, in order to facilitate their concurrent utilization in spoken language systems. The feasibility of the proposed methodology is demonstrated on the test bed of bi-directional letter-to-sound...
Диссертация, University of Toronto, 2002. — 183 p. Genetically related languages originate from a common proto-language. In the. absence of historical records, proto-languages have to be reconstructed from surviving cognates, that is words that existed in the proto-language and are still present in some form in its descendants. The language reconstruction methods have so far...
Підручник. — К.: Видавничо-поліграфічний центр "Київський університет", 2008. — 351 с.
Підручник містить професійні знання, необхідні майбутньому лінгвісту-комп'ютернику при розробці лінгвістично-інформаційних технологій автоматичного опрацювання тексту (АОТ).
Для студентів, аспірантів відділень теоретичної, прикладної та комп'ютерної лінгвістики вищих навчальних закладів,...
Laurence Anthony, Ph.D.
Center for English Language Education in Science and Engineering
School of Science and Engineering
Waseda University
3-4-1 Okubo, Shinjuku-ku, Tokyo 169-8555, Japan
March 10th, 2007
Теория и практика преподавания русского языка как иностранного: достижения, проблемы и перспективы развития: материалы V Между-нар. науч.-метод. конф. Минск, 16-17 июня 2011 г. / Редкол.: С.И. Лебединский, (гл. ред) [и др.].– Минск: Изд. Центр БГУ, 2011.– 227 с.– С. 210–213
Общее описание программного инструмента
Инструменты AntConc
Связи инструментов AntConc
Особенности...
Препринты ИПМ им. М.В. Келдыша. 2013. № 41. 23 с.
Работа содержит в себе результаты, полученные в ходе извлечения модели сочетаемости слов русского языка. Приведен метод формирования словаря сочетаемости и выделения из него списка управления для глаголов. Так как основой модели является использование неомонимичных фрагментов текста, выделенных с использованием поверхностного...
Prentice Hall, 2008. — 116 p. Instructor’s Solutions Manual to accompany Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics, and Speech Recognition , Second Edition, by Daniel Jurafsky and James H. Martin (/file/764850/, /file/415812/). This Instructor’s Solution Manual provides solutions for the end-of-chapter exercises in...
Springer, 2004. — 262 p. — ISBN: 0387955631, 9780387955636. Extracting content from text continues to be an important research problem for information processing and management. Approaches to capture the semantics of text-based document collections may be based on Bayesian models, probability theory, vector space models, statistical models, or even graph theory. As the volume...
Create your own natural language training corpus for machine learning. Whether you’re working with English, Chinese, or any other natural language, this hands-on book guides you through a proven annotation development cycle—the process of adding metadata to your training corpus to help ML algorithms work more efficiently. You don’t need any programming or linguistics experience to...
O’Reilly Media, 2008. - 190 pages. На англ. языке. Do you have an idea for a Facebook application? With FBML Essentials, you'll learn how to build it quickly using the Facebook Markup Language (FBML) and other easy-to-use tools in the site's framework. This book not only gets you started with this toolkit, you also get a complete reference on every FBML tag Facebook has ever...
Prentice Hall, Englewood Cliffs, New Jersey 07632, 1994. — 348 p.
Designed to bridge the gap for those who know Prolog but have little or no background in linguistics, this book concentrates on turning theories into practical techniques. Coverage includes template and keyword systems, definite clause grammars (DCGs), English syntax, unification-based grammar, parsing...
Springer, 2012. — 127 p. The impact of computer systems that can understand natural language will be tremendous. To develop this capability we need to be able to automatically and efficiently analyze large amounts of text. Manually devised rules are not sufficient to provide coverage to handle the complex structure of natural language, necessitating systems that can...
Springer, 2011. — 297 p. The practical task of building a talking robot requires a theory of how natural language communication works. Conversely, the best way to computationally verify a theory of free natural language communication is by demonstrating its functioning concretely in the form of a talking robot as the epitome of human-machine communication. To build an actual...
Harvard University, 1998. – 63 с.
We present a tutorial introduction to n-gram models for language modeling and survey the most widely-used smoothing algorithms for such models. We then present an extensive empirical comparison of several of these smoothing techniques. We investigate how factors such as training data size, training corpus (e.g., Brown versus Wall Street...
Турдаков Д.Ю.
- М.: Институт системного программирования РАН; Факультет Вычислительной математики и кибернетики МГУ, 2012. – 70 слайдов.
Математический спецкурс для 3-5 курсов.
Спецкурс предназначен для студентов 3-5 курсов, желающих получить знания и практические навыки в области обработки текстовой информации. Курс знакомит слушателей с основными проблемами компьютерной...
Турдаков Д.Ю. - М.: Институт системного программирования РАН; Факультет Вычислительной математики и кибернетики МГУ, 2012. – 33 слайда. Математический спецкурс для 3-5 курсов. Спецкурс предназначен для студентов 3-5 курсов, желающих получить знания и практические навыки в области обработки текстовой информации. Курс знакомит слушателей с основными проблемами компьютерной...
Турдаков Д.Ю. - М.: Институт системного программирования РАН; Факультет Вычислительной математики и кибернетики МГУ, 2012. – 56 слайдов. Математический спецкурс для 3-5 курсов. Спецкурс предназначен для студентов 3-5 курсов, желающих получить знания и практические навыки в области обработки текстовой информации. Курс знакомит слушателей с основными проблемами компьютерной...
Турдаков Д.Ю. - М.: Институт системного программирования РАН; Факультет Вычислительной математики и кибернетики МГУ, 2012. – 38 слайдов. Математический спецкурс для 3-5 курсов. Спецкурс предназначен для студентов 3-5 курсов, желающих получить знания и практические навыки в области обработки текстовой информации. Курс знакомит слушателей с основными проблемами компьютерной...
Турдаков Д.Ю. - М.: Институт системного программирования РАН; Факультет Вычислительной математики и кибернетики МГУ, 2012. – 47 слайдов. Математический спецкурс для 3-5 курсов. Спецкурс предназначен для студентов 3-5 курсов, желающих получить знания и практические навыки в области обработки текстовой информации. Курс знакомит слушателей с основными проблемами компьютерной...
Турдаков Д.Ю. - М.: Институт системного программирования РАН; Факультет Вычислительной математики и кибернетики МГУ, 2012. – 46 слайдов. Математический спецкурс для 3-5 курсов. Спецкурс предназначен для студентов 3-5 курсов, желающих получить знания и практические навыки в области обработки текстовой информации. Курс знакомит слушателей с основными проблемами компьютерной...
Астапова О.
- 21 слайд.
Нормализация –приведение слов к начальной форме. Нормализация необходима при обработке естественных языков. Общая тенденция –разделять процесс нормализации на стемминги синтез леммы. На данный момент не существует алгоритма, позволяющего однозначно и при том правильно синтезировать лемму.
Содержание:
Что такое нормализация?
Проблемная область...
Турдаков Д.Ю. - М.: Институт системного программирования РАН; Факультет Вычислительной математики и кибернетики МГУ, 2012. – 37 слайдов. Математический спецкурс для 3-5 курсов. Спецкурс предназначен для студентов 3-5 курсов, желающих получить знания и практические навыки в области обработки текстовой информации. Курс знакомит слушателей с основными проблемами компьютерной...
Турдаков Д.Ю.
- М.: Институт системного программирования РАН; Факультет Вычислительной математики и кибернетики МГУ, 2012. – 35 слайдов.
Математический спецкурс для 3-5 курсов.
Спецкурс предназначен для студентов 3-5 курсов, желающих получить знания и практические навыки в области обработки текстовой информации. Курс знакомит слушателей с основными проблемами компьютерной...
Турдаков Д.Ю.
- М.: Институт системного программирования РАН; Факультет Вычислительной математики и кибернетики МГУ, 2012. – 24 слайда.
Математический спецкурс для 3-5 курсов.
Спецкурс предназначен для студентов 3-5 курсов, желающих получить знания и практические навыки в области обработки текстовой информации. Курс знакомит слушателей с основными проблемами компьютерной...
Сарафанов А.М. - М.: Факультет Вычислительной математики и кибернетики МГУ, 2012. – 16 с. Значительная часть информации представляется в виде текстов на естественных языках. Во многих задачах, например, при обработке новостных сводок, результатов поисковой выдачи, научных статей, количество текстовых документов, требующих обработки, может быть очень велико. Поэтому большую...
Павлович Б. - М.: Факультет Вычислительной математики и кибернетики МГУ, 2012. – 14 слайдов. Содержание: Цели. Актуальность работы. Постановка задачи. Общая схема работы. Вычисление весов предложений «Без учителя». Вычисление весов предложений «С учителем». Тестирование. Оценка качества (Rouge). Результаты.
Павлович Б. - М.: Факультет Вычислительной математики и кибернетики МГУ, 2012. – 42 с. Содержание: Постановка задачи. Обзор существующих решений. Реферирование. Два основных подхода решения задачи реферирования. Способ описания систем реферирования. Реферирование одного документа. Разделение текста на предложения. Современные подходы. Сравнение методов выделения предложений и...
Астапова О.П. - М.: Факультет Вычислительной математики и кибернетики МГУ, 2012. – 16 с. Целью данной работы было исследование существующих алгоритмов нормализации слов естественных языков и реализация подобного алгоритма для русского языка. Были рассмотрены существующие алгоритмы выделения основы слова и возможные пути синтеза нормальной формы. Был разработан метод...
Астраханцев Н.А. - М.: Факультет Вычислительной математики и кибернетики МГУ, 2011. – 54 с. Содержание: Постановка задачи. Обзор существующих решений. Выделяемые подзадачи. Обрабатываемые форматы. Неформатированный текст. Изображения. HTML. Исследование и построение решения задачи. Внутренний формат представления таблицы. Ориентация таблицы. Признаки машинного обучения....
Лексиков Н.А. - М.: Факультет Вычислительной математики и кибернетики МГУ, 2012. – 37 с. Содержание: Извлечение ключевых фраз. Оценка информативности. Оценка эффективности. Постановка задачи. Обзор существующих решений рассматриваемой задачи или ее модификаций. Фреймворк Sztergak. Предварительная обработка статей. Расширенный набор признаков. Результаты и выводы. Система Humb....
М.: Институт Системного Программирования РАН, 2006. – 219 с.
Диссертация на соискание ученой степени кандидата физико-математических наук. Специальность 05.13.11 – математическое и программное обеспечение вычислительных машин, комплексов и компьютерных сетей.
Научный руководитель: доктор физико-математических наук, Петренко Александр Константинович.
Генерация тестов для...
Издательство Kluwer, 1989, -227 pp. Parsing Efficiency is crucial when building practical natural language systems. This is especially the case for interactive systems such as natural language database access, interfaces to expert systems and interactive machine translation. Despite its importance, parsing efficiency has received little attention in die area of natural language...
Springer, 2012. — 322 p. This book is intended for students (from the third year) in computer science, formal linguistics, and mathematical logic as well as for colleagues interested in categorial grammars and their logical foundations. Though the logical viewpoint of categorial grammars is well-established, until now there has been no textbook available to students and...
М.: Вильямс, 2011. — 512 с. — ISBN: 978-5-8459-1623-5. Введение в информационный поиск - это первый учебник, который содержит взаимосвязанное изложение проблем классического информационного поиска и поиска в вебе, включая смежные задачи классификации и кластеризации текстов. Об авторах Кристофер Д. Маннинг - профессор информатики и лингвистики Станфордского университета....
М.:Либроком, 2009. — 432 с. В книге представлены теоретические оснований формализации правдоподобных рассуждений, используемых в ДСМ-методе автоматического порождения гипотез. Этот метод развивает средствами современной логики идеи Д.С. Милля об индукции и идеи Ч.С. Пирса об абдукции, кроме того, ДСМ-метод использует принцип фальсификации К.Р. Поппера как средство отбрасывания...
Centro de Investigación en Computación, Instituto Politécnico Nacional, México, 2006 - 255 p. Prefacio Introducción Parte I: Problemas generales del procesamiento de lenguaje natural Tareas y aplicaciones de PLN Niveles de lenguaje y su reflejo en PLN Problemas del uso de diccionarios en PLN Parte II: Aplicaciones del PLN con recursos léxicos grandes Análisis morfológico...
Издательство John Benjamins, 2006, -209 pp. This book is the report of a study of language in use and how people manage it, handle it, cope with it and interpret it. The main focus is on informal spoken English, but the structural statements are intended to apply to all varieties of English, whether written or spoken, whether standard or non-standard, whether specialised or...
Cambridge University Press, 2006. — 312 p. — ISBN: 0521410150. Though natural language processing has come far in the past twenty years, the technology has not achieved a major impact on society. Is this because of some fundamental limitation that cannot be overcome? Or because there has not been enough time to refine and apply theoretical work already done? Editors Madeleine...
С помощью этой программы вы сможете не только опубликовать свои стихи в интернете, но и по своему усмотрению отредактировать эту базу данных. Дополнительные возможности программы: Любая сортировка таблицы (8 вариантов по названиям колонок и бесконечное количество способов сортировки или поиска по SQL-запросам). Великолепная навигация и возможность редактирования базы данных...
// Труды СПИИРАН. Вып. 1, Том
2. - СПб: СПИИРАН, 2002, 39 стр. (Статья)
Предлагается краткий обзор существующих методов понимания речи и текста
на основе анализа публикаций в научных журналах и трудах ведущих конференций по речевой
тематике. Выделяются два различных подхода к проблеме понимания языка: 1) на основе
исчисления высказываний и 2) на основе распознавания смысла...
Atkins Sue, Rudnell Michael, Sato Hiroaki. The Contribution of FrameNet to Practical Lexicography // International Journal of Lexicography. Vol.
16. No. 3. 2003, 25 pages. (Article)
Key Words: lexicography, corpus linguistics, lexical databases, computational linguistics.
Сью Аткинс, Майкл Руднелл. Вклад Framenet в практическую лексикографию (статья)
Ключевые слова:...
Cambridge University Press, 2011. — xi, 332 pages. — ISBN: 1107005396. This is a book about the meanings of words and how they can combine to form larger meaningful units, as well as how they can fail to combine when the amalgamation of a predicate and argument would produce what the philosopher Gilbert Ryle called a ''category mistake''. It argues for a theory in which words...
// International Journal of Lexicography. Vol.
3. No. 4. 1990. (Article)
Keywords: computational linguistics, corpus linguistics, lexical database, lecxicography.
Джордж А. Миллер, Ричард Бэквис. Введение в WordNet: Интерактивную лексическую базу данных (статья). Ключевые слова: компьютерная лингвистика, корпусная лингвистика, лексическая база данных, лексикография.
Издательство Oxford University Press, 2004, -322 pp. Has performance had any significant impact on the basic design features of grammars? Putting this another way: do the variation patterns that we observe in the world’s 6,000 languages point to a causal role for principles of processing and use? One tradition of research, following Chomsky’s theory of an autonomous and...
Издательство Cambridge University Press, 2011, -202 pp. Graph theory is a well-studied discipline as are the fields of natural language processing and information retrieval. Traditionally, these areas of study have been perceived as distinct, with different algorithms, different applications, and different potential end-users. However, as recent research work has shown, these...
Издательство Kluwer, 2002, -282 pp. Text indexing and abstracting are old techniques for organizing the content of natural language text. These processes create a short description or characterization of the original text, which is called a text representation or representative and has a recognized and accepted format. Indexing commonly extracts from or assigns to the text a...
Springer, 2012. — 236 p. This book gives a comprehensive description of the technology involved in designing and developing systems and functionality for multilingual information access and retrieval. Our objective is to provide the reader with a full understanding of the various issues involved in creating systems to make digitally stored information items available,...
Springer, 2012. — 522 p. — ISBN 978-1-4614-3222-7, e-ISBN 978-1-4614-3223-4. Covers Text Embedded with Heterogeneous and Multimedia Data All chapters contain a comprehensive survey including the key research content on the topic, and the future directions of research in the field This book simplifies the content, so that advanced-level students, practitioners and researchers in...
John Wiley & Sons, 1994. — 452 p. — ISBN: 0-471-59754-6. This unique book is an extremely practical, step-by-step guide to developing language processors. At the same time, it tells you everything you need to know to build, from scratch, custom-made little languages that will considerably streamline your programming chores. Long on nuts-and-bolts, hands-on guidance with just...
М.: ACT: Восток-Запад, 2007. – 317, [3] с. Учебник посвящен лингвистическим основам обработки текстов на естественном языке посредством компьютера. Рассмотрены ввод в компьютер и обработка лингвистической информации, терминология и терминография, моделирование, экспертные системы, машинный перевод. Информатика и компьютерная лингвистика: O термине «информатика». Область...
Издательство Morgan & Claypool, 2010, -176 pp. MapReduce is a programming model for expressing distributed computations on massive amounts of data and an execution framework for large-scale data processing on clusters of commodity servers. It was originally developed by Google and built on well-known principles in parallel and distributed processing dating back several decades....
Издательство Morgan & Claypool, 2010, -134 pp. It has been estimated that over a billion people are using or learning English as a second or foreign language, and the numbers are growing not only for English but for other languages as well. These language learners provide a burgeoning market for tools that help identify and correct learners’ writing errors. Unfortunately, the...
М.: Наука, 1970. 332 с. Область математической лингвистики, которой посвящена книга С.Маркуса занимается установлением связей между отношениями в словаре данного языка с отношениями, устанавливаемыми данным запасом текстов языка. С одной стороны, отношениям эквивалентности, заданным априори на множестве слов, сопоставляются так называемые производние отношения, определяемые по...
Лабораторная работа по компьютерной лингвистике на тему: "Формализация высказывания русского языка с помощью алгебры логики". МГУ, Мариуполь, Украина, 2012 г., 1 стр. Выполнение таких заданий: Построить правильные предложения на тему, в которые входят выражения: «если … то» и дважды «… либо …», Дважды «если … то…» и дважды « … и …» и др., Записать для выражений пункта формулы...
Лабораторная работа по предмету компьютерная лингвистика на тему: "Моделирование структуры сюжета". МГУ, Мариуполь, Украина, 2012 г., 7 стр. Моделирование структуры сюжета на примере сказки "Хрустальная гора".
Лабораторная работа на тему: "Терминологический словарь по машинной лексикографии". МГУ, Мариуполь, Украина, 2012 г., 17 стр. Дисциплина: "Проблемы машинной лексикографии" Содержит оглавление с гиперссылками, рамку, слова составлены согласно правилам составления словарных статей.
Научная статья / Вестник Чувашского университета — Чебоксары: Чувашский государственный университет им. И.Н.Ульянова — 2009. № 4 // СС.265-270.
Рассмотрены преимущества и недостатки двух типов словарей: электронных и бумажных. Предпринята попытка оценить электронные и бумажные словари татарского языка с точки зрения их функциональности, исследовав их характеристики, которые...
Summary: "This book provides readers with in-depth information on the various linguistic, cultural, technological, legal, and other factors that affect interactions in online exchanges. It provides information that implements effective decisions related to the uses and designs of online media when interacting with individuals from other cultures"-Provided by publisher. Includes...
Учеб. пособие — М.: МИЭМ, 2011. — 272 с. — ISBN 978–5–94506–294–8 — Тираж 500 экз. В учебном пособии рассматриваются базовые вопросы компьютерной лингвистики: от теории лингвистического и математического моделирования до вариантов технологических решений. Дается лингвистическая интерпретация основных лингвистических объектов и единиц анализа. Приведены сведения, необходимые для...
Учебное пособие. — Ульяновск: УлГТУ, 2000. — 46 с.
Составлено с целью помочь студентам направления "Лингвистика" в ознакомлении с основными задачами прикладной лингвистики и затрагивает такие важные темы, как "Теоретическая и прикладная лингвистика", "Моделирование в лингвистике и искусственные языки", "Машинный перевод", "Лингвистика в задачах информационного поиска",...
Издательство John Benjamins Publishing, 2007, -450 pp. The 21st Century COE Program began in 2002 as a policy focus of the Japanese Ministry of Education, Culture, Sports, and Science and Technology. The objective of this program is to create world-class centers for research and education in many different disciplines at Japanese universities to raise the level of research and...
Springer, 2011. — 222 p. A large part of the vocabulary of a language is made up of phraseological units or multi-word expressions, complex lexical items that have idiosyncratic interpretations that cross word boundaries (Sag et al., 2002, 2). The importance of these units has been widely recognized both in theoretical linguistics, in which phraseology was recently established...
Springer, 2010. — 260 p. Given that context-free grammars cannot adequately describe natural languages, grammar formalisms beyond CFG that are still computationally tractable are of central interest for computational linguists. However, despite the considerable interest in such formalisms and in their various parsing algorithms, a coherent textbook that allows access to the...
Издательство John Benjamins Publishing, 2010, -261 pp. Lexical items enjoy equal status in the lexicon of a given language, but their importance varies from the point of view of text. Each individual word form contributes to the construction of meaning in text, but only some words are key-words, i.e. words that play a role in identifying important elements of the text....
Springer, 2006. — 523 p. In the past 15 years, natural language processing and computational linguistics have considerably matured. The move has mainly been driven by the massive increase of textual and spoken data and the need to process them automatically. This dramatic growth of available data spurred the design of new concepts and methods, or their improvement, so that they...
Издательство Cambridge University Press, 2000, -272 pp. This book describes NATURAL LANGUAGE GENERATION (NLG), which is a subfield of artificial intelligence and computational linguistics that is concerned with building computer software systems that can produce meaningful texts in English or other human languages from some underlying nonlinguistic representation of...
Издательство Cambridge University Press, 1990, -210 pp. This book discusses the connection between two areas of semantics, namely the semantics of databases and the semantics of natural language, and links them via a common view of the semantics of time. It is argued that a coherent theory of the semantics of time is an essential ingredient for the success of efforts to...
Издательство John Benjamins Publishing, 2007, -172 pp. I am very glad to see this special issue of the International Journal of Corpus Linguistics on multilingual applications of corpus research republished. All the contributions in this slim volume, reprinted here without any changes, evolved from the EU-funded project Trans-European Language Resources Infrastructure (TELRI),...
Из серии Foundations and Trends in Information Retrieval издательства NOWPress, 2009. — 77 p. Statistical language models have recently been successfully applied to many information retrieval problems. A great deal of recent work has shown that statistical language models not only lead to superior empirical performance, but also facilitate parameter tuning and open up...
Издательство Morgan & Claypool, 2010, -159 pp. Linguistic annotation and text analytics are active areas of research and development, with academic conferences and industry events such as the Linguistic Annotation Workshops and the annual Text Analytics Summits. This book provides a basic introduction to both fields, and aims to show that good linguistic annotations are the...
Диссертация, Massachusetts Institute of Technology, 2009, -109 pp. With the increasing focus of speech recognition and natural language processing applications on domains with limited amount of in-domain training data, enhanced system performance often relies on approaches involving model adaptation and combination. In such domains, language models are often constructed by...
Springer, 2011. — 293 p. To start off with a question, what kind of book is this? This book is, in many aspects, a collaborative effort. Its contents evolve from the idea of combining the latest research in fields such as natural language processing, dialogue systems, human machine interaction, and information extraction, around a single common theme. What is more, the book...
Springer, 2010. — 273 p. The general markup language XML has played an outstanding role in the multiple ways of processing electronic documents, XML being used either in the design of interface structures or as a formal framework for the representation of structure or content-related properties of documents. This book in its 13 chapters discusses aspects of XML-based linguistic...
Springer, 2011. — 117 p. Everyday, more than half of American adult internet users read or write email messages at least once. Email is one of the top two activities people pursue online [Madden and Reinie, 2003], and it is often the reason why people purchase a home computer [Kraut et al., 2000]. It is so successful that the term email has been officially added both as a noun...
Издательство Morgan & Claypool, 2011, -167 pp. This book provides an overview of various techniques for the alignment of bitexts. It describes general concepts and strategies that can be applied to map corresponding parts in parallel documents on various levels of granularity. Bitexts are valuable linguistic resources for many different research fields and practical...
Springer, 2007. — 354 p. The studies represented in this volume have been collected in the interest of bringing together contributions from three fields which are all important for a comprehensive approach to the quantitative study of text and language, in general, and of word length studies, in particular: first, scholars from linguistics and text analysis, second,...
Издательство MIT Press, 1998, -447 pp. It crystallized in 1985. Latent and inchoate for twenty years, in 1985 it became explicit, a project we could mention when asked what we were working on. But in 1985 WordNet was very different from what it became ten years later. One of the project's original presuppositions was the separability hypothesis: that the lexical component of...
Universität des Saarlandes, Saarbrücken, 2003, -215 pp. The name Computational Linguistics already suggests that this displine comprises two related objects of research: natural language (NL) is studied and operational methods are developed. Both _elds are investigated in their own right and divide into various topics. This course introduces a variety of NL phenomena together...
Springer, 2005. — 339 p. Information Technology often moves slowly and the potential of innovative concepts requires time to be fully understood. We know what happened with the history of the computer and its directions of development in general. Though the achievements of hardware technology were amazing, software development methodology lagged behind and did not consent full...
University of California, Los Angeles, 1999, -128 pp. These notes were prepared for a UCLA seminar on computational proposals in recent phonology. Very many corrections and contributions were made by the seminar participants, especially Adam Albright, Dan Albro, Marco Baroni, Leston Buell, Bruce Hayes, Gianluca Storto, Siri Tuttle. Thanks also to Ed Keenan for some corrections...
Springer, 2007. — 306 pp. One of the advantages of having worked in a field for twenty years is that you have an opportunity to watch research areas grow from infancy into maturity. The present book represents a marriage of two such fields: computational morphology and Arabic computational linguistics. In the mid 1980s, Koskenniemi had just published his landmark (1983) thesis...
Издательство Morgan & Claypool, 2011, -270 pp. A major part of natural language processing now depends on the use of text data to build linguistic analyzers. We consider statistical, computational approaches to modeling linguistic structure. We seek to unify across many approaches and many kinds of linguistic structures. Assuming a basic understanding of natural language...
Диссертация (Master), Uppsala University, 2001. -113 p. This thesis deals with the development of an Internet, chat word predictor. A word predictor guesses what word a user is typing, based on previously written words and prefix letters of the current word. The predictor can then either insert the word with the highest probability into the text, or let the user choose an...
Издательство Morgan & Claypool, 2010, -104 pp. This book is aimed at providing an overview of several aspects of semantic role labeling. Chapter 1 begins with linguistic background on the definition of semantic roles and the controversies surrounding them. Chapter 2 describes how the theories have led to structured lexicons such as FrameNet, VerbNet and the PropBank Frame Files...
Springer, 2009. — 127 p. Automatic Text Categorization and Clustering are becoming more and more important as the amount of text in electronic format grows and the access to it becomes more necessary and widespread. Well known applications are spam filtering and web search, but a large number of everyday uses exist (intelligent web search, data mining, law enforcement, etc.)...
Morgan & Claypool, 2010. — 142 p. Search for information is no longer exclusively limited within the native language of the user, but is more and more extended to other languages. This gives rise to the problem of cross-language information retrieval (CLIR), whose goal is to find relevant information written in a different language to a query. In addition to the problems of...
Springer, 2006. —223 p. This book is based on work carried out over a period of roughly three years with the support of a number of people and organizations that deserve my heartfelt gratitude. In the first place, I want to thank my PhD students Johan Hall and Jens Nilsson, who have been involved in the project from the start. I also want to thank all the people who are part of...
Springer, 2007. —243 p. This volume contains a collection of the papers presented during the 1st International ACM-L Workshop, which was held on November 8, 2006 during the 25th International Conference on Conceptual Modeling, ER 2006, held November 6–9, 2006, in Tucson, Arizona, plus several invited papers. From 26 papers submitted to the workshop, a total of 11 papers were...
Scientific Report, University of Cambridge, 1997. — 71 p. In this report, an introduction to natural language modelling is given in the context of speech recognition. Various techniques for formulating stochastic language models are discussed, focusing particularly on N-gram models based on classes of words. A presentation of a number of statistical techniques for the automatic...
Springer, 2010. — 144 p. Since 2002, FoLLI, the Association for Logic, Language, and Information (www.folli.org), has awarded an annual prize for an outstanding dissertation in the fields of logic, language, and information. The prize is named after the well-known Dutch logician Evert Willem Beth, whose interdisciplinary interests are in many ways exemplary of the aims of...
Издательство Morgan & Claypool, 2009, -127 pp. Dependency-based methods for syntactic parsing have become increasingly popular in natural language processing in recent years. This book gives a thorough introduction to the methods that are most widely used today. After an introduction to dependency grammar and dependency parsing, followed by a formal characterization of the...
Издательство Cambridge University Press, 2009, -310 pp. This insightful study proposes a unified theory of speech through which conflicting ideas about language might be understood. It is founded on a number of key points, such as the continuum of linguistic behavior, extensive variation in language features, the importance of regional and social proximity to shared linguistic...
Учебное пособие. — М.: МГОУ; Росвузнаука, 1992. — 81 с. — ISBN 5-7045-0132-Х. В учебном пособии определяется предмет компьютерной лингвистики, даются его основные понятия. Рассматриваются как традиционные в лингвистике подходы к описанию естественного языка и его моделирования средствами вычислительной техники, так и результаты исследований, проведенных в последнее время....
Диссертация, Massachusetts Institute of Technology, 2000, -187 pp. This thesis explores approaches to the problem of spoken document retrieval (SDR), which is the task of automatically indexing and then retrieving relevant items from a large collection of recorded speech messages in response to a user specified natural language text query. We investigate the use of subword unit...
Диссертация, Massachusetts Institute of Technology, 1996, -97 pp. Children are exposed to speech and other environmental evidence, from which they learn language. How do they do this More specifically, how do children map from complex, physical signals to grammars that enable them to generate and interpret new utterances from their language. This thesis presents a computational...
Springer, 2010. — 307 p. Significant advances in natural language processing require the development of adaptive sytems both for spoken and written language: systems that can interact naturally with human users, extend easily to new domains, produce readily usable translations of several languages, search the web rapidly and accurately, summarise news coherently, and detect...
Springer, 2009. — 230 p. The book presents a cross-section of state-of-the-art research on multimodal corpora, a highly interdisciplinary area that is a prerequisite for various specialized disciplines. A number of the papers included are revised and expanded versions of papers accepted to the InternationalWorkshop on Multimodal Corpora: From Models of Natural Interaction to...
Издательство John Benjamins, 2002, -237 pp.
There is no single text on the market that covers the emerging technologies of document retrieval, information extraction, and text categorization in a coherent fashion. This book seeks to satisfy a genuine need on the part of technology practitioners in the Internet space, who are faced with having to make difficult decisions as to...
Издательство Chapman & Hall/CRC, 2010, -692 pp. As the title of this book suggests, it is an update of the first edition of the Handbook of Natural Language Processing which was edited by Robert Dale, Hermann Moisl, and Harold Somers and published in the year 2000. The vigorous growth of new methods in Natural Language Processing (henceforth, NLP) since then, strongly suggested...
Диссертация, University of Cambridge, 1997, -131 pp. Language models are computational techniques and structures that describeword sequences produced by human subjects, and the work presented here considers primarily their application to automatic speechrecognition systems. Due to the very complex nature of natural languages as well as the need for robust recognition,...
Диссертация, University of Pennsylvania, 1993, -173 pp. Selectional constraints are limitations on the applicability of predicates to arguments. For example, the statement The number two is blue may be syntactically well formed, but at some level it is anomalous— BLUE is not a predicate that can be applied to numbers. According to the influential theory of (Katz and Fodor,...
Cambridge University Press, 2010. — 422 p. The view of computational semantics that informs and drives this book is one that sees the computation of linguistic meaning as that of computing logically transparent representations of meaning from raw linguistic data, linguistic input as it reaches a recipient when he hears something or reads it, and to which he has to attach a...
Диссертация, Tokyo Institute of Technology, 1998. — 121 p. Resolution of lexical ambiguity, commonly termed \word sense disambiguation", is expected to improve the analytical accuracy for tasks which are sensitive to lexical semantics. Such tasks include machine translation, information retrieval, parsing, natural language understanding and lexicography. Reflecting the growth...
Springer, 2006. — 364 p. As a first step towards a complete, general linguistic framework, let us reconstruct the cognitive ‘mechanics’ of natural language communication between humans. The theory, called Database Semantics3 (DBS) is presented here as the declarative specification of a talking robot. It is in the nature of our project that its potential to improve practical...
Kluwer, 1988. — 196 p. Natural language dialogue is a continuous, unified phenomenon Speakers their conversational context to simplify individual utterances through a of linguistic devices, including ellipsis and definite references. Yet most computational systems for using natural language treat individual as separate entities, and have distinctly separate processes for...
Reston Publishing, 1985. — 386 p. Natural language is any language used for communication by humans. Introduction to Natural Language Processing is an attempt to provide enough information about natural language and the problems involved in dealing with it to allow rudimentary natural language processing by computers and to make apparent what kinds of processing can be done...
Springer, 1987. — 388 p. Up to now there has been no scientific publication on natural language research that presents a broad and complex description of the current problems of parsing in the context of Artificial Intelligence. However, there are many interesting results from this domain appearing mainly in numerous articles published in professional journals. In view of this...
Morgan &Claypool, 2010. — 186 p. This book provides system developers and researchers in natural language processing and computational linguistics with the necessary background information for working with the Arabic language. The goal is to introduce Arabic linguistic phenomena and review the state-of-the-art in Arabic processing. The book discusses Arabic script, phonology,...
Cambridge University Press, 1989. — 203 p. Natural language is an integral part of our lives. Language serves as the primary vehicle by which people communicate and record information. It has the potential for expressing an enormous range of ideas, and for conveying complex thoughts succinctly. Because it is so integral to our lives, however, we usually take its powers and...
Berlin: Mouton de Gruyter, 1997. — 1675 p. The technical production of this handbook has been a joint effort by several groups involving a large number of people, and the success of the coordination process in itself is by no means the least significant result of the EAGLES Spoken Language Working Group (see Chapter `User's Guide'), with particular credit to the fellow-members...
MIT Press, 1990. — 302 p. If computer systems are to attain their full potential as cooperative, helpful assistants in problem solving and decision making, then they must be able to communicate as effectively with humans as humans communicate with one another. For the most part, current natural language systems treat each query as an isolated request for information, with...
Springer, 2010. — 251 p. The legal domain represents a primary candidate for Web-based information distribution, exchange and management, as testified by the numerous e-government, e-justice and e-democracy initiatives worldwide. The last few years have seen a growing body of research and practice in the field of artificial intelligence and law addressing aspects such as...
Улан-Удэ: Изд-во ВСГТУ(«Восточно ─ Сибирский Государственный Технологический Университет» ), 2006. – 92 с.: илл.
Курс лекций предназначен для студентов старших курсов специализации «Искусственный интеллект» специальностей 230105 «Программное обеспечение вычислительной техники и автоматизированных систем» и 010503 «Математическое обеспечение и администрирование информационных...
IGI Global, 2008. — 330 p. All around modern society, an enormous amount of strategic information is spread in many different presentation forms, like e-mail, formal and informal documents, historical reports, personal notes, Web pages, and so on. The access and transformation of this information in knowledge as a basis for decision making in the corporate world have become...
Cambridge University Press, 2005. — 199 p. Memory-based language processing – a machine learning and problem solving method for language technology – is based on the idea that the direct re-use of examples using analogical reasoning is more suited for solving language processing problems than the application of rules extracted from those examples. This book discusses the theory...
National Science Foundation Directorate XIII-E of the Commission of the European Communities, Center for Spoken Language Understanding, Oregon Graduate Institute, 1996. — 502 p. The field of human language technology covers a broad range of activities with the eventual goal of enabling people to communicate with machines using natural communication skills. Research and...
Benjamin/Cummings Publishing, 1987. — 592 p. I started work on this book over four years ago for a course I teach at the University of Rochester on natural language understanding. At that time, there was no source for such a course except for collections of research papers, with each paper using a different notation. So much time was spent learning the notations that there was...
Springer, 2007. — 285 p. It has been said of the brothers Wilhelm and Alexander von Humboldt that between them they were the last people to have known all that there was to know, to have had a mastery of the best that contemporary science knew and to have made significant contributions, to be that rare thing Renaissance men. In a world of ever-greater specialisation, especially...
Springer, 2007. — 284 p. Professor Yorick Wilks has contributed to a wide range of academic fields including philosophy, linguistics and artificial intelligence. The main focus of his work has been the fields of computational linguistics and natural language processing where his work has advanced an unusually wide range of areas such as machine translation, word sense...
Springer, 2007. — 380 p. Of the many kinds of ambiguity in language, the two that have received the most attention in computational linguistics are those of word senses and those of syntactic structure, and the reasons for this are clear: these ambiguities are overt, their resolution is seemingly essential for any practical application, and they seem to require a wide variety...
В архиве 3 консольных приложения для работы с текстовыми корпусами. Поддерживаются русский, английский, немецкий. Работает с текстовыми файлами. Исходные коды дополнены примером разбиения русского и английского текста на предложения на основе текста Лолиты Набокова, на двух языках соответственно. tokenizer — синтаксический анализатор. Позволяет выделять отдельные токены. В...
М.: Наука, 1992. — 256 с.
Лингвистическим процессором называется реализованная на ЭВМ формальная лингвистическая модель, способная понимать и производить тексты на неограниченном языке. Она включает три основных массива правил - морфологические, синтаксические и семантические - и обслуживающие их словари. Эти компоненты обеспечивают пофразное преобразование текста в...
Учебное пособие. — СПб.: Книжный Дом, 2007. — 192 с. Представляет собой материалы учебно-методического комплекса по дисциплине «Лингвистические автоматы», включает программу, базовый конспект курса, основанный на системе слайдов, и задачи для самостоятельной работы и контроля качества знаний студентов, обучающихся по профилю бакалавриата «Иностранный язык и компьютерная...
Монография. Казань: Казанский ГУ, 2006.−208 с. В системной форме излагаются результаты, полученные с применением компьютерных и математических методов к анализу Базы данных «Языки мира». База данных содержит описание 315 языков, в основном, Европы, Северной и Центральной Азии по более, чем 3800 параметрам. Описаны компьютерные методы, которые позволяют оценивать степень...
Publisher: InTech
ISBN 978-953-307-322-4, 344 pages
Publication date: June 2011
This book addresses state-of-the-art systems and achievements in various topics in the research field of speech and language technologies. Book chapters are organized in different sections covering diverse problems, which have to be solved in speech recognition and language understanding systems....
Electronic edition IPN-UNAM-FCE, 2004, 186 pp. ISBN 970-36-0147- 2 Abstract: Can computers meaningfully process human language? If this is difficult, why? If this is possible, how? This book introduces the reader to the fascinating science of computational linguistics and automatic natural language processing, which combines linguistics and artificial intelligence. The main...
Morgan & Claypool, 2009 This book systematically reviews the large body of literature on applying statistical language models to information retrieval with an emphasis on the underlying principles, empirically effective language models, and language models developed for non-traditional retrieval tasks. Overview of Information Retrieval Models Simple Query Likelihood Retrieval...
Статья. Опубликована в сборнике: Компьютерная лингвистика и интеллектуальные технологии: Труды международной конференции Диалог-2004 («Верхневолжский», 2-7 июня 2004). – М.: Наука, 2004. – С. 676–679.
Авторами экспериментально показано, что в русском языке нет полной однозначности в противопоставлении фонетического слова и словосочетания за счет одно-/двуударности. Таким...
Springer, 2006, 651 стр. Книга описывает метод семантического представления естественного языка, который может использоваться как парадигма представления знаний в науках о человеке таких как лингвистика, когнитивная психология, а также компьютерной лингвистике и искусственном интеллекте. Part I. Knowledge Representation with MultiNet Historical Roots Basic Concepts Semantic...
2 edition, Springer, 2001 Основания компьютерной лингвистики. Общение человек-компьютер на естественном языке. Theory of Language Computational language analysis Technology and grammar Cognitive foundations of semantics Language communication Using language signs on suitable contexts Structure and functioning of signs Theory of Grammar Generative grammar Language hierarchies...
Электроника и связь, тематический выпуск "Электроника и нанотехнологии ", 2011, №
1. - С.97-
103. Представлена классификационная схема особенностей спонтанной украинской речи. Разработана расширенная система разметки таких особенностей. Представлены технология и алгоритмы автоматизированного поиска нарушений спонтанной речи.
М.: Издательство МГУ, 2011. - 512 с. - ISBN: 978-5-211-05926-9
Книга посвящена описанию опыта автора по созданию сверхбольших лингвистических ресурсов для автоматической обработки текстов в рамках современных информационно-поисковых и информационно-аналитических систем. Предложенные методы представления знаний и обработки информации подробно сопоставляются с подобными...
М.: Издательство МГУ, 2011. - 512 с. - ISBN: 978-5-211-05926-9
Книга посвящена описанию опыта автора по созданию сверхбольших лингвистических ресурсов для автоматической обработки текстов в рамках современных информационно-поисковых и информационно-аналитических систем. Предложенные методы представления знаний и обработки информации подробно сопоставляются с подобными...
Минск: Белорусская наука, 2008. - 316 с.
Данная монография является обобщением научных результатов, полученных авторами за последние годы. Она посвящена рассмотрению теоретических и экспериментальных основ, а также описанию конкретных практических результатов в решении задач компьютерного синтеза и клонирования персональных характеристик речи.
Предназначена для широкого круга...
Введение.
Машинный перевод.
Формы организации взаимодействия ЭВМ и человека при машинном переводе.
Качество перевода.
Русские пословицы и поговорки (машинный перевод).
ОГПУ. 9 слайдов + 1 страница доклада.
Монография посвящена обработке естественного языка при помощи языка программирования prolog и является элементарным введением в компьютерную лингвистику основанном на логическом программировании
Information Science Reference, 2009. — 964 p.
The Handbook of Research on Text and Web Mining Technologies is the first comprehensive reference to the state of research in the field of text mining, serving a pivotal role in educating practitioners in the field. This compendium of pioneering studies from leading experts is essential to academic reference collections and...
Second Edition. — Springer, 2007. — 662 p. — ISBN 038720248X, 978-0387202488. This second edition of Grune and Jacobs’ brilliant work presents new developments and discoveries that have been made in the field. Parsing, also referred to as syntax analysis, has been and continues to be an essential part of computer science and linguistics. Parsing techniques have grown considerably...
У даному підручнику розкривається зміст поняття автоматизований переклад, його історичний розвиток, проблеми і перспективи. Розглянута система автоматизованого перекладу, її структуру і принципи дії. Також зосереджена увага на семантичних мережах, на діях над ними.
John Wiley, 2010. — 405 p. — ISBN-10 0470749822; ISBN-13 978-0470749821 Text Mining: Applications and Theory presents the state-of-the-art algorithms for text mining from both the academic and industrial perspectives. The contributors span several countries and scientific domains: universities, industrial corporations, and government laboratories, and demonstrate the use of...
With the increasing importance of the Web and other text-heavy application areas, the demands for and interest in both text mining and natural language processing (NLP) have been rising. Researchers in text mining have hoped that NLP—the attempt to extract a fuller meaning representation from free text—can provide useful improvements to text mining applications of all kinds....
Wiley-Blackwell, 2010 — 800 p.
ISBN-10: 1118347188
This comprehensive reference work provides an overview of the concepts, methodologies, and applications in computational linguistics and natural language processing (NLP).
Features contributions by the top researchers in the field, reflecting the work that is driving the discipline forward
Includes an introduction to the major...
Изд-во СПбГУ, 2003. — 400 с. ISBN: 5-288-02474-Х; Книга посвящена решению одной из основных проблем современной информатики - проблемы семантического анализа текстов на русском языке. Суть решения заключается в том, что семантический анализатор, используя морфологический и семантический словари, снимает с исходного текста оболочку русского языка и строит эквивалентный текст на...
Направления компьютерной лингвистики. Сравнение методов извлечения терминов произвольной длины. Исследуемые методы. MaxLen. C-value. k-factor. Window. Синтаксический анализ (АОТ). Автоматическое извлечение фактов из текстов досье: опыт установления анафорических связей.
20 с.
Иркутск, ИрГТУ, 2009.
Дисциплина: "Английский язык в сфере профессиональных коммуникаций".
Содержание:
Введение.
История развития машинного перевода.
Электронные словари.
Компьютер на месте переводчика.
Как переводит компьютер.
Словарь.
Грамматика.
Система машинного перевода PROMT.
Заключение.
Список использованной литературы.
Prentice Hall, 2000, 975pp. (черновик).
Introduction. Regular expressions and Automata. Morphology and Finite-State Transducers. Computational Phonology and Text-to-Speech. Probabilistic Models of Pronunciation and Spelling. N-grams. HMMs and Speech Recognition. Word Classes and Part-of-Speech Tagging. Context-Free grammars for English. Parsing with Context-Free Grammars....
М.: Русский мир, 2004. — ISBN 5-85810-077-9.
Из предисловия:
Исследуются проблемы использования естественного языка в системах автоматической обработки информации. Применение методов компьютерной лингвистики иллюстрируется на примерах систем машинного перевода текстов с одних языков на другие и систем автоматизированного поиска информации.
Second printing with corrections. — The MIT Press, 2000. — 680 p. — ISBN: 0262133601. Mathematical foundations. Linguistic essentials. Corpus-based work. Collocations. Statistical inference: n-gram models over sparse data. Word sense disambiguation. Lexical acquisition. Markov models. Part-of-speech tagging. Probabilistic context free grammars. Probabilistic parsing....
Учебное пособие. — М.: МГОУ; Росвузнаука, 1992. — 81 с. — ISBN 5-7045-0132-Х. В учебном пособии определяется предмет компьютерной лингвистики, даются его основные понятия. Рассматриваются как традиционные в лингвистике подходы к описанию естественного языка и его моделирования средствами вычислительной техники, так и результаты исследований, проведенных в последнее время....
Предлагаю переименовать раздел в Прикладная лингвистика, поскольку Компьютерная лингвистика является одним из основных направлений прикладной лингвистики (см. http://ru.wikipedia.org/wiki/Прикладная_лингвистика ; http://www.krugosvet.ru/enc/gumanitarnye_nauki/lingvistika/KOMPYUTERNAYA_LINGVISTIKA.html)
Though the term "applied linguistics" has traditionally been associated with the scientific study of such areas as TESOL, TEFL, TESL, language teaching and learning, applied linguists do a variety of things: The basic idea is, as the definition implies, to contribute to the real-world issues. Some of the questions that applied linguists ask include:
-How can languages best be learnt and taught? -What social factors affect language learning? -How can technology be used to contribute to the effectiveness of language teaching/learning? -What are the related problems associated with language disorders? How can these be prevented?http://www.appliedlinguistics.org/applied-linguistics-facts.htmlЯ тоже так думала пока не стала заниматься компьютерной лингвистикой. И я говорила про английский термин. В русском возможно так и есть
Имхо, два раздела необходимо объединить, иначе появляются дубли.Т.е. внутри Прикладной лингвистики (раздел Языки и языкознание) подраздел Компьютерная лингвистика, в который одновременно можно попасть из раздела Искусственный интеллект.
Комментарии
Вся прикладная лингвистика уровнем выше.
-How can languages best be learnt and taught?
-What social factors affect language learning?
-How can technology be used to contribute to the effectiveness of language teaching/learning?
-What are the related problems associated with language disorders? How can these be prevented?http://www.appliedlinguistics.org/applied-linguistics-facts.htmlЯ тоже так думала пока не стала заниматься компьютерной лингвистикой. И я говорила про английский термин. В русском возможно так и есть