000			02789nam a22004095i 4500
999			_c387366 _d387366
001			387366
003			ES-MaUEC
005			20230315172344.0
006			a||||fo|||| 00| 0
007			cr nn 008mamaa
008			220601s2011 sz | s |||| 0|eng d
020			_a9783031021435
024	7		_a10.1007/978-3-031-02143-5 _2doi
040			_aES-MaUEC _bspa _cES-MaUEC _dES-MaUEC
050		4	_aQA76.9.N38 _b2011 EB
100	1		_aSmith, Noah Ashton _eautor _4aut _4http://id.loc.gov/vocabulary/relators/aut _9687387
245	1	0	_aLinguistic Structure Prediction _cby Noah A. Smith
250			_a1st edition 2011
264		1	_aCham _bSpringer International Publishing _c2011
300			_a1 recurso en línea (XX, 248 páginas)
336			_atexto _btxt _2rdacontent
337			_aelectrónico _bc _2rdamedia
338			_arecurso electrónico _bcr _2rdacarrier
347			_aarchivo de texto _bPDF
490	0		_aSynthesis Lectures on Human Language Technologies _x1947-4059
505	0		_aRepresentations and Linguistic Data -- Decoding: Making Predictions -- Learning Structure from Annotated Data -- Learning Structure from Incomplete Data -- Beyond Decoding: Inference.
520			_aA major part of natural language processing now depends on the use of text data to build linguistic analyzers. We consider statistical, computational approaches to modeling linguistic structure. We seek to unify across many approaches and many kinds of linguistic structures. Assuming a basic understanding of natural language processing and/or machine learning, we seek to bridge the gap between the two fields. Approaches to decoding (i.e., carrying out linguistic structure prediction) and supervised and unsupervised learning of models that predict discrete structures as outputs are the focus. We also survey natural language processing problems to which these methods are being applied, and we address related topics in probabilistic inference, optimization, and experimental methodology. Table of Contents: Representations and Linguistic Data / Decoding: Making Predictions / Learning Structure from Annotated Data / Learning Structure from Incomplete Data / Beyond Decoding: Inference.
988			_aSynthesis Collection of Technology_2011
650		7	_2embne _9158738 _aProceso en lenguaje natural (Informática)
650		7	_2embne _9666075 _aLingüística computacional
776	0	8	_iPrinted edition: _z9783031010156
776	0	8	_iPrinted edition: _z9783031032714
856	4	0	_uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-3-031-02143-5 _zAcceso a este recurso digital (usuarios Universidad Europea de Madrid)
942			_2lcc _cLE
998			_b03/2023 _dz _esc _zSI