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001 978-3-031-02172-5
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020 _a9783031021725
_9978-3-031-02172-5
024 7 _a10.1007/978-3-031-02172-5
_2doi
050 4 _aQ334-342
050 4 _aTA347.A78
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
_2bisacsh
072 7 _aUYQ
_2thema
082 0 4 _a006.3
_223
100 1 _aBender, Emily M.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_980696
245 1 0 _aLinguistic Fundamentals for Natural Language Processing II
_h[electronic resource] :
_b100 Essentials from Semantics and Pragmatics /
_cby Emily M. Bender, Alex Lascarides.
250 _a1st ed. 2020.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2020.
300 _aXVII, 250 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aSynthesis Lectures on Human Language Technologies,
_x1947-4059
505 0 _aAcknowledgments -- 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.
520 _aMeaning 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.
650 0 _aArtificial intelligence.
_93407
650 0 _aNatural language processing (Computer science).
_94741
650 0 _aComputational linguistics.
_96146
650 1 4 _aArtificial Intelligence.
_93407
650 2 4 _aNatural Language Processing (NLP).
_931587
650 2 4 _aComputational Linguistics.
_96146
700 1 _aLascarides, Alex.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_980697
710 2 _aSpringerLink (Online service)
_980698
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031001833
776 0 8 _iPrinted edition:
_z9783031010446
776 0 8 _iPrinted edition:
_z9783031033001
830 0 _aSynthesis Lectures on Human Language Technologies,
_x1947-4059
_980699
856 4 0 _uhttps://doi.org/10.1007/978-3-031-02172-5
912 _aZDB-2-SXSC
942 _cEBK
999 _c85016
_d85016