Linguistic fundamentals for natural language processing II : 100 essentials from semantics and pragmatics
著者
書誌事項
Linguistic fundamentals for natural language processing II : 100 essentials from semantics and pragmatics
（Synthesis lectures on human language technologies, 43）
Morgan & Claypool, c2020
- : [hbk]
- : pbk
- タイトル別名
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Linguistic fundamentals for natural language processing 2
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注記
Includes bibliographical references (p.193-231)
Height of pbk.: 24 cm
内容説明・目次
内容説明
Meaning is a fundamental concept in Natural Language Processing (NLP), in the tasks of both Natural Language Understanding (NLU) and Natural Language Generation (NLG).
This is because the aims of these fields are to build systems that understand what people mean when they speak or write, and that can produce linguistic strings that successfully express to people the intended content. In order for NLP to scale beyond partial, task-specific solutions, researchers in these fields must be informed by what is known about how humans use language to express and understand communicative intents. The purpose of this book is to present a selection of useful information about semantics and pragmatics, as understood in linguistics, in a way that's accessible to and useful for NLP practitioners with minimal (or even no) prior training in linguistics.
目次
Acknowledgments
Introduction
What is Meaning?
Lexical Semantics: Overview
Lexical Semantics: Senses
Semantic Roles
Collocations and Other Multiword Expressions
Compositional Semantics
Compositional Semantics beyond Predicate-Argument Structure
Beyond Sentences
Reference Resolution
Presupposition
Information Status and Information Structure
Implicature and Dialogue
Resources
Bibliography
Authors' Biographies
General Index
Index of Languages
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