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Linguistic fundamentals for natural ...

Bender, Emily M.,1973-

Linguistic fundamentals for natural language processing II :100 essentials from semantics and pragmatics /

紀錄類型:	書目-語言資料,印刷品 : 單行本
正題名/作者:	Linguistic fundamentals for natural language processing II :/ Emily M. Bender, Alex Lascarides.
其他題名:	100 essentials from semantics and pragmatics /
作者:	Bender, Emily M.,
其他作者:	Lascarides, Alex.
出版者:	[San Rafael, Calif.] :Morgan & Claypool Publishers,c2020.
面頁冊數:	xvii,250 p. :col. ill. ;24 cm.
附註:	"This volume is a printed version of a work that appears in the Synthesis digital library of engineering and computer science"--Cover.
標題:	Natural language processing (Computer science) -
ISBN:	1681736217 (bound)
ISBN:	9781681736211 (bound)
ISBN:	9781681730738 (pbk.) :
ISBN:	1681730731 (pbk.)
ISBN:	9781681730745 (ebk.)
ISBN:	9781681736228 (e-pub)

Linguistic fundamentals for natural language processing II :100 essentials from semantics and pragmatics /
Bender, Emily M.,1973-

Linguistic fundamentals for natural language processing II :100 essentials from semantics and pragmatics /Emily M. Bender, Alex Lascarides. - [San Rafael, Calif.] :Morgan & Claypool Publishers,c2020. - xvii,250 p. :col. ill. ;24 cm. - Synthesis lectures on human language technologies ;#43. - Synthesis lectures on human language technologies ;#43..

"This volume is a printed version of a work that appears in the Synthesis digital library of engineering and computer science"--Cover.

Includes bibliographical references (p. 193-231) and indexes.

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.

"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.

ISBN: 1681736217 (bound)Subjects--Topical Terms:

163724
Natural language processing (Computer science)

LC Class. No.: QA76.9.N38 / B455 2020

Dewey Class. No.: 006.35

Linguistic fundamentals for natural language processing II :100 essentials from semantics and pragmatics /
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