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Compositional Semantics

Author: Pauline Jacobson

Publisher: OUP Oxford

Published: 2014-08-29

Total Pages: 352

ISBN-13: 0191664839

This book provides an introduction to compositional semantics and to the syntax/semantics interface. It is rooted within the tradition of model theoretic semantics, and develops an explicit fragment of both the syntax and semantics of a rich portion of English. Professor Jacobson adopts a Direct Compositionality approach, whereby the syntax builds the expressions while the semantics simultaneously assigns each a model-theoretic interpretation. Alongside this approach, the author also presents a competing view that makes use of an intermediate level, Logical Form. She develops parallel treatments of a variety of phenomena from both points of view with detailed comparisons. The book begins with simple and fundamental concepts and gradually builds a more complex fragment, including analyses of more advanced topics such as focus, negative polarity, and a variety of topics centering on pronouns and binding more generally. Exercises are provided throughout, alongside open-ended questions for students to consider. The exercises are interspersed with the text to promote self-discovery of the fundamentals and their applications. The book provides a rigorous foundation in formal analysis and model theoretic semantics and is suitable for advanced undergraduate and graduate students in linguistics, philosophy of language, and related fields.

Representation Learning for Natural Language Processing

Author: Zhiyuan Liu

Publisher: Springer Nature

Published: 2020-07-03

Total Pages: 319

ISBN-13: 9811555737

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This open access book provides an overview of the recent advances in representation learning theory, algorithms and applications for natural language processing (NLP). It is divided into three parts. Part I presents the representation learning techniques for multiple language entries, including words, phrases, sentences and documents. Part II then introduces the representation techniques for those objects that are closely related to NLP, including entity-based world knowledge, sememe-based linguistic knowledge, networks, and cross-modal entries. Lastly, Part III provides open resource tools for representation learning techniques, and discusses the remaining challenges and future research directions. The theories and algorithms of representation learning presented can also benefit other related domains such as machine learning, social network analysis, semantic Web, information retrieval, data mining and computational biology. This book is intended for advanced undergraduate and graduate students, post-doctoral fellows, researchers, lecturers, and industrial engineers, as well as anyone interested in representation learning and natural language processing.

Presupposition and Implicature in Compositional Semantics

Author: U. Sauerland

Publisher: Springer

Published: 2007-05-10

Total Pages: 285

ISBN-13: 0230210759

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All humans can interpret sentences of their native language quickly and without effort. Working from the perspective of generative grammar, the contributors to this volume investigate three mental mechanisms, widely assumed to underlie this ability: compositional semantics, implicature computation and presupposition computation.

Compositional Semantics

Author: Pauline I. Jacobson

Publisher: Oxford Textbooks in Linguistic

Published: 2014

Total Pages: 448

ISBN-13: 019967714X

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Compositional Semantics

Author: Pauline I. Jacobson

Publisher: Oxford University Press

Published: 2014

Total Pages: 448

ISBN-13: 0199677158

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A Course in Semantics

Author: Daniel Altshuler

Publisher: MIT Press

Published: 2019-09-03

Total Pages: 249

ISBN-13: 0262042770

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An introductory text in linguistic semantics, uniquely balancing empirical coverage and formalism with development of intuition and methodology. This introductory textbook in linguistic semantics for undergraduates features a unique balance between empirical coverage and formalism on the one hand and development of intuition and methodology on the other. It will equip students to form intuitions about a set of data, explain how well an analysis of the data accords with their intuitions, and extend the analysis or seek an alternative. No prior knowledge of linguistics is required. After mastering the material, students will be able to tackle some of the most difficult questions in the field even if they have never taken a linguistics course before. After introducing such concepts as truth conditions and compositionality, the book presents a basic symbolic logic with negation, conjunction, and generalized quantifiers, to serve as the basis for translation throughout the book. It then develops a detailed compositional semantics, covering quantification (scope and binding), adverbial modification, relative clauses, event semantics, tense and aspect, as well as pragmatic phenomena, notably deictic pronouns and narrative progression. A Course in Semantics offers a large and diverse set of exercises, interspersed throughout the text; those labeled “Important practice and looking ahead” prepare students for material to come; those labeled “Thinking about ” invite students to think beyond the content of the book.

Introduction to Semantics

Author: Thomas Ede Zimmermann

Publisher: Walter de Gruyter

Published: 2013-05-28

Total Pages: 304

ISBN-13: 3110314371

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This textbook helps undergraduate students of language and linguistics taking their first steps in one of the core areas of grammar, introducing them to the basic ideas, insights, and techniques of contemporary semantic theory. Requiring no special background knowledge, the book starts with everyday observations about word meaning and use and then hightlights the role of structure in the analysis of the meanings of phrases and clauses, zooming in on the fascinating and vexing question of how speakers manage to meaningfully communicate with sentences and texts they have never come across before. At the same time, the reader becomes acquainted with the modern, functionalist characterization of linguistic meaning in terms of reference (extension) and information (intension), and learns to apply technical tools from formal logic to analyzing the meaning of complex linguistic expressions as being composed by the meanings of their parts. Each of the nine main chapters contains a variety of exercises for self-study and classroom use, with model solutions in the appendix. Extensive English examples provide ample illustration.

An Illustrative Dictionary of Semantics

Author: Mohammad Forouzani

Publisher: Austin Macauley Publishers

Published: 2023-11-10

Total Pages: 1200

ISBN-13: 1685623093

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The significance of “meaning” goes beyond the word-level. Few disciplines, if at all, would do away with the knowledge and principles of semantics in their spoken and written discourse. ILLUDS is an illustrative dictionary of semantics aiming to provide language researchers with the key terms, terminologies, and phrases with even slight or indirect relation to semantics that appear in linguistics coursebooks and reference books. About 150 references have been used to compile this dictionary, one feature among several others that makes this book the first of its kind in content, approach, and scope.

Semantics

Author: Steven Davis

Publisher: Oxford University Press

Published: 2004-11-18

Total Pages: 936

ISBN-13: 9780198031338

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Semantics: A Reader contains a broad selection of classic articles on semantics and the semantics/pragmatics interface. Comprehensive in the variety and breadth of theoretical frameworks and topics that it covers, it includes articles representative of the major theoretical frameworks within semantics, including: discourse representation theory, dynamic predicate logic, truth theoretic semantics, event semantics, situation semantics, and cognitive semantics. All the major topics in semantics are covered, including lexical semantics and the semantics of quantified noun phrases, adverbs, adjectives, performatives, and interrogatives. Included are classic papers in the field of semantics as well as papers written especially for the volume. The volume comes with an extensive introduction designed not only to provide an overview of the field, but also to explain the technical concepts the beginner will need to tackle before the more demanding articles. Semantics will have appeal as a textbook for upper level and graduate courses and as a reference for scholars of semantics who want the classic articles in their field in one convenient place.

Computing Meaning

Author: H. Bunt

Publisher: Springer Science & Business Media

Published: 2012-12-06

Total Pages: 316

ISBN-13: 9401005729

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This book is a collection of papers written by outstanding researchers in the newly emerging field of computational semantics. Computational semantics is concerned with the computation of the meanings of linguistic objects such as text fragments, spoken dialogue utterances, and e-mail messages. The meaning of such an object is determined partly by linguistic information and partly by information from the context in which the object occurs. The information from these sources is combined by processes that infer which interpretation of the object applies in the given context. This applies not only to notoriously difficult aspects of interpreting linguistic objects, such as indexicals, anaphora, and metonymy, but also to establishing the precise reference of common nouns and the scopes of noun phrases. The central issue in computational semantics is how processes of finding and combining the relevant linguistic and contextual information into contextually appropriate meanings can be organised. Traditional approaches of applying context information to disambiguated natural language expressions do not work well, due to the massive ambiguity in natural language. Recent work in computational semantics suggests, alternatively, to represent linguistic semantic information in formal structures with underspecification, and to apply context information in inference processes that result in further specification of these representations. Underspecified representation and inference are therefore the key topics in this book. The book is aimed at those linguists, computer scientists, and logicians who take an interest in the computation of meaning, and who want to know what is happening in this exciting field of research.