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Foundations of Statistical Natural Language Processing

Om Foundations of Statistical Natural Language Processing

Statistical approaches to processing natural language text have become dominant in recent years. This foundational text is the first comprehensive introduction to statistical natural language processing (NLP) to appear. The book contains all the theory and algorithms needed for building NLP tools. It provides broad but rigorous coverage of mathematical and linguistic foundations, as well as detailed discussion of statistical methods, allowing students and researchers to construct their own implementations. The book covers collocation finding, word sense disambiguation, probabilistic parsing, information retrieval, and other applications.

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  • Språk:
  • Engelska
  • ISBN:
  • 9780262133609
  • Format:
  • Inbunden
  • Sidor:
  • 720
  • Utgiven:
  • 28. maj 1999
  • Mått:
  • 210x237x29 mm.
  • Vikt:
  • 1324 g.
  I lager
Leveranstid: 4-7 vardagar
Förväntad leverans: 10. december 2024
Förlängd ångerrätt till 31. januari 2025

Beskrivning av Foundations of Statistical Natural Language Processing

Statistical approaches to processing natural language text have become dominant in recent years. This foundational text is the first comprehensive introduction to statistical natural language processing (NLP) to appear. The book contains all the theory and algorithms needed for building NLP tools. It provides broad but rigorous coverage of mathematical and linguistic foundations, as well as detailed discussion of statistical methods, allowing students and researchers to construct their own implementations. The book covers collocation finding, word sense disambiguation, probabilistic parsing, information retrieval, and other applications.

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