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Produktbeschreibungen
Kurzbeschreibung
This long-awaited revision offers a comprehensive introduction to natural language understanding with developments and research in the field today. Building on the effective framework of the first edition, the new edition gives the same balanced coverage of syntax, semantics, and discourse, and offers a uniform framework based on feature-based context-free grammars and chart parsers used for syntactic and semantic processing. Thorough treatment of issues in discourse and context-dependent interpretation is also provided. In addition, this title offers coverage of two entirely new subject areas. First, the text features a new chapter on statistically-based methods using large corpora. Second, it includes an appendix on speech recognition and spoken language understanding. Also, the information on semantics that was covered in the first edition has been largely expanded in this edition to include an emphasis on compositional interpretation. 0805303340B04062001
Synopsis
This long-awaited revision offers a comprehensive introduction to natural language understanding with developments and research in the field today. Building on the effective framework of the first edition, the new edition gives the same balanced coverage of syntax, semantics, and discourse, and offers a uniform framework based on feature-based context-free grammars and chart parsers used for syntactic and semantic processing. Thorough treatment of issues in discourse and context-dependent interpretation is also provided. In addition, this title offers coverage of two entirely new subject areas. First, the text features a new chapter on statistically-based methods using large corpora. Second, it includes an appendix on speech recognition and spoken language understanding. Also, the information on semantics that was covered in the first edition has been largely expanded in this edition to include an emphasis on compositional interpretation. 0805303340B04062001
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1 von 1 Kunden fanden die folgende Rezension hilfreich
Format:Taschenbuch
This books serves as a very useful introduction to computational linguistics. It is clearly laid out, and will serve the reader for many years as a continuing reference.
The TRAINS project at Rochester (the author's institution) was based on many of the concepts outlined in this book... proof that they work and can be made to handle real-world situations.
I continue to use it, now in its second edition as a reference for myself, and to train those who need to work with our project.
I cannot recommend a book more highly. If you want to learn computational linguistics, or need to push the state of the art, this is the book you need.
1 von 1 Kunden fanden die folgende Rezension hilfreich
Format:Taschenbuch
An excellent book; the best introduction to the subject of Natural Language Processing, made even better by its second edition. If you wish to learn how computers can be made to process human language, go no further.
0 von 1 Kunden fanden die folgende Rezension hilfreich
Format:Taschenbuch
James Allen introduces the concepts required to build a NL system without losing you in the psycholinguistics, psychology and philosophy of language. The great part is that he gives you enough of a background in each of these fields before going into a topic in depth. Plenty of examples help define words like "morpheme" so you don't get lost in the psychobabble jargon of the required disciplines. (Wouldn't that be an ironic thing to have happen in a NLP book?!) :)
I'd love to tell you more, but I only stopped by to catch the author's name and look for whitepapers on his (hopefully existant) website.
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