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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 : Monograph/item
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,
面頁冊數:	1 PDF (xvii, 250 pages) :illustrations. :
附註:	Part of: Synthesis digital library of engineering and computer science.
標題:	Natural language processing (Computer science) -
電子資源:	https://doi.org/10.2200/S00935ED1V02Y201907HLT043
電子資源:	https://ieeexplore.ieee.org/servlet/opac?bknumber=8894760
ISBN:	9781681730745

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. - 1 PDF (xvii, 250 pages) :illustrations. - Synthesis lectures on human language technologies,#431947-4059 ;. - Synthesis digital library of engineering and computer science..

Part of: Synthesis digital library of engineering and computer science.

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

1. Introduction -- 2. What is meaning? -- 3. Lexical semantics : overview -- 4. Lexical semantics : senses -- 5. Semantic roles -- 6. Collocations and other multiword expressions -- 7. Compositional semantics -- 8. Compositional semantics beyond predicate-argument structure -- 9. Beyond sentences -- 10. Reference resolution -- 11. Presupposition -- 12. Information status and information structure -- 13. Implicature and dialogue -- 14. Resources -- A. Approaches to discourse structure -- B. Grams used in IGT.

Abstract freely available; full-text restricted to subscribers or individual document purchasers.

Compendex

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.

Mode of access: World Wide Web.

ISBN: 9781681730745

Standard No.: 10.2200/S00935ED1V02Y201907HLT043doiSubjects--Topical Terms:

641811
Natural language processing (Computer science)
Subjects--Index Terms:

NLPIndex Terms--Genre/Form:

554714
Electronic books.

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

Dewey Class. No.: 006.35

Linguistic fundamentals for natural language processing II : = 100 essentials from semantics and pragmatics /
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505 0 $a 1. Introduction -- 2. What is meaning? -- 3. Lexical semantics : overview -- 4. Lexical semantics : senses -- 5. Semantic roles -- 6. Collocations and other multiword expressions -- 7. Compositional semantics -- 8. Compositional semantics beyond predicate-argument structure -- 9. Beyond sentences -- 10. Reference resolution -- 11. Presupposition -- 12. Information status and information structure -- 13. Implicature and dialogue -- 14. Resources -- A. Approaches to discourse structure -- B. Grams used in IGT.
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510 0 $a Compendex
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520 $a 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.
530 $a Also available in print.
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588 $a Title from PDF title page (viewed on November 27, 2019).
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