Linguistic fundamentals for natural language processing II : 100 essentials from semantics and pragmatics / Emily M. Bender, Alex Lascarides.
- 作者： Bender, Emily M., 1973- author.
- 其他作者：
- 其他題名：
- 100 essentials from semantics and pragmatics
- Synthesis lectures on human language technologies,
- 出版： [San Rafael, California] : Morgan & Claypool Publishers c2020.
- 叢書名： Synthesis lectures on human language technologies,#43
- 主題： Natural language processing (Computer science) , Computational linguistics.
- ISBN： 9781681736211 (hbk.) :: NT 、 1681736217 (hbk.) 、 9781681730738 (pbk.) 、 1681730731 (pbk.)
- 一般註："This volume is a printed version of a work that appears in the Synthesis digital library of engineering and computer science"--Back cover.
- 書目註：Includes bibliographical references (pages 193-231) and indexes.
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讀者標籤：
- 系統號： 005168583 | 機讀編目格式
館藏資訊
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.
摘要註
"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."--Publisher's website.
內容註
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.