000			03391nam a22004453i 4500
001			EBC5639715
003			MiAaPQ
005			20240724113532.0
006			m o d |
007			cr cnu||||||||
008			240724s2019 xx o ||||0 eng d
020			_a9789027262950 _q(electronic bk.)
020			_z9789027202178
035			_a(MiAaPQ)EBC5639715
035			_a(Au-PeEL)EBL5639715
035			_a(OCoLC)1079412049
040			_aMiAaPQ _beng _erda _epn _cMiAaPQ _dMiAaPQ
050		4	_aP299.N4C87 2019
082	0		_a415
100	1		_aCruz Díaz, Noa P.
245	1	0	_aNegation and Speculation Detection.
250			_a1st ed.
264		1	_aAmsterdam/Philadelphia : _bJohn Benjamins Publishing Company, _c2019.
264		4	_c©2019.
300			_a1 online resource (107 pages)
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
490	1		_aNatural Language Processing Series ; _vv.13
505	0		_aIntro -- Negation and Speculation Detection -- Editorial page -- Title page -- Copyright page -- Table of contents -- Acknowledgements -- List of Abbreviations -- 1. Introduction -- 1.1 Motivation -- 1.2 Negation and speculation in natural language -- 1.3 Basic notions -- 1.4 Application domains -- 1.5 Structure of the book -- 2. Negation -- 2.1 Definition of negation -- 2.2 Types of negation -- 2.3 Negation detection -- 2.3.1 Rule-based approaches -- 2.3.2 Machine learning based systems -- 2.3.3 Hybrid approaches -- 2.3.4 Deep learning -- 2.3.5 Other works -- 2.4 Conclusions and chapter summary -- 2.5 Further reading and relevant resources -- Suggestions for further reading -- 3. Speculation -- 3.1 Defining speculation -- 3.2 Speculation detection -- 3.3 Conclusions and chapter summary -- 3.4 Further reading and relevant resources -- Suggestions for further reading -- 4. Applications -- 4.1 Information extraction -- 4.2 Sentiment analysis and opinion mining -- 4.3 Recognising textual entailment -- 4.4 Machine translation -- 4.5 Information retrieval -- 4.6 Other tasks -- 4.7 Conclusions and chapter summary -- 4.8 Further reading and relevant resources -- Suggestions for further reading -- 5. Resources -- 5.1 Annotated corpora -- 5.2 Tools -- 5.3 Evaluation -- 5.3.1 Evaluation measures for cue identification -- 5.3.2 Evaluation measures for scope resolution -- 5.4 Conclusions and chapter summary -- 5.5 Further reading and relevant resources -- Suggestions for further reading -- 6. Future trends and discussion -- 6.1 Future trends -- 6.2 Discussion -- 6.3 Final remarks -- Glossary -- References -- Subject index.
588			_aDescription based on publisher supplied metadata and other sources.
590			_aElectronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2024. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries.
650		0	_aGrammar, Comparative and general-Negatives.
655		4	_aElectronic books.
700	1		_aMaña López, Manuel J.
776	0	8	_iPrint version: _aCruz Díaz, Noa P. _tNegation and Speculation Detection _dAmsterdam/Philadelphia : John Benjamins Publishing Company,c2019 _z9789027202178
797	2		_aProQuest (Firm)
830		0	_aNatural Language Processing Series
856	4	0	_uhttps://ebookcentral.proquest.com/lib/orpp/detail.action?docID=5639715 _zClick to View
999			_c7753 _d7753