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Memory-based parsing /

Memory-Based Learning (MBL), one of the most influential machine learning paradigms, has been applied with great success to a variety of NLP tasks. This monograph describes the application of MBL to robust parsing. Robust parsing using MBL can provide added functionality for key NLP applications, su...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Kübler, Sandra
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Amsterdam ; Philadelphia : J. Benjamins, ©2004.
Colección:Natural language processing ; v. 7.
Temas:
Acceso en línea:Texto completo

MARC

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100 1 |a Kübler, Sandra. 
245 1 0 |a Memory-based parsing /  |c Sandra Kübler. 
260 |a Amsterdam ;  |a Philadelphia :  |b J. Benjamins,  |c ©2004. 
300 |a 1 online resource (viii, 294 pages) :  |b illustrations 
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490 1 |a Natural language processing,  |x 1567-8202 ;  |v v. 7 
504 |a Includes bibliographical references (pages 268-283) and index. 
588 0 |a Print version record. 
520 |a Memory-Based Learning (MBL), one of the most influential machine learning paradigms, has been applied with great success to a variety of NLP tasks. This monograph describes the application of MBL to robust parsing. Robust parsing using MBL can provide added functionality for key NLP applications, such as Information Retrieval, Information Extraction, and Question Answering, by facilitating more complex syntactic analysis than is currently available. The text presupposes no prior knowledge of MBL. It provides a comprehensive introduction to the framework and goes on to describe and compare appl. 
505 0 |a Introduction -- Memory-Based Learning -- Memory-Based Approaches to Parsing -- Data-Oriented Parsing -- Tü SBL: A Memory-Based Parser -- Empirical Evaluation -- A Comparison of Memory-Based Approachesto Tü SBL -- Conclusion and Future Directions -- Appendix A -- Appendix B -- References -- Index of Subjects and Terms. 
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650 0 |a Parsing (Computer grammar) 
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650 6 |a Analyse automatique (Linguistique) 
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650 7 |a Parsing (Computer grammar)  |2 fast 
650 7 |a Natürlichsprachiges System  |2 gnd 
650 7 |a Syntaktische Analyse  |2 gnd 
650 1 7 |a Parsing.  |2 gtt 
650 7 |a Lingüística computacional (gramática)  |2 larpcal 
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830 0 |a Natural language processing ;  |v v. 7.  |x 1567-8202 
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