000			03414nam a22005415i 4500
001			978-3-642-28771-8
003			DE-He213
005			20200421112039.0
007			cr nn 008mamaa
008			120808s2013 gw | s |||| 0|eng d
020			_a9783642287718 _9978-3-642-28771-8
024	7		_a10.1007/978-3-642-28771-8 _2doi
050		4	_aQ342
072		7	_aUYQ _2bicssc
072		7	_aCOM004000 _2bisacsh
082	0	4	_a006.3 _223
100	1		_aGelbukh, Alexander. _eauthor.
245	1	0	_aSemantic Analysis of Verbal Collocations with Lexical Functions _h[electronic resource] / _cby Alexander Gelbukh, Olga Kolesnikova.
264		1	_aBerlin, Heidelberg : _bSpringer Berlin Heidelberg : _bImprint: Springer, _c2013.
300			_aXII, 148 p. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
490	1		_aStudies in Computational Intelligence, _x1860-949X ; _v414
505	0		_aIntroduction -- Lexical Functions and their Applications -- Identification of Lexical Functions -- Meaning Representation -- Analysis of Verbal Collocations with Lexical Functions -- Linguistic Interpretation -- Dictionary of Spanish Verbal Lexical Functions.
520			_aThis book is written for both linguists and computer scientists working in the field of artificial intelligence as well as to anyone interested in intelligent text processing. Lexical function is a concept that formalizes semantic and syntactic relations between lexical units. Collocational relation is a type of institutionalized lexical relations which holds between the base and its partner in a collocation. Knowledge of collocation is important for natural language processing because collocation comprises the restrictions on how words can be used together. The book shows how collocations can be annotated with lexical functions in a computer readable dictionary - allowing their precise semantic analysis in texts and their effective use in natural language applications including parsers, high quality machine translation, periphrasis system and computer-aided learning of lexica. The books shows how to extract collocations from corpora and annotate them with lexical functions automatically. To train algorithms, the authors created a dictionary of lexical functions containing more than 900 Spanish disambiguated and annotated examples which is a part of this book. The obtained results show that machine learning is feasible to achieve the task of automatic detection of lexical functions.
650		0	_aEngineering.
650		0	_aArtificial intelligence.
650		0	_aComputational linguistics.
650		0	_aSemantics.
650		0	_aComputational intelligence.
650	1	4	_aEngineering.
650	2	4	_aComputational Intelligence.
650	2	4	_aComputational Linguistics.
650	2	4	_aSemantics.
650	2	4	_aArtificial Intelligence (incl. Robotics).
650	2	4	_aLanguage Translation and Linguistics.
700	1		_aKolesnikova, Olga. _eauthor.
710	2		_aSpringerLink (Online service)
773	0		_tSpringer eBooks
776	0	8	_iPrinted edition: _z9783642287701
830		0	_aStudies in Computational Intelligence, _x1860-949X ; _v414
856	4	0	_uhttp://dx.doi.org/10.1007/978-3-642-28771-8
912			_aZDB-2-ENG
942			_cEBK
999			_c56511 _d56511