Coarse-to-Fine Natural Language Processing

The impact of computer systems that can understand natural language will be tremendous. To develop this capability we need to be able to automatically and efficiently analyze large amounts of text. Manually devised rules are not sufficient to provide coverage to handle the complex structure of natur...

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Bibliographic Details
Main Author: Petrov, Slav
Format: eBook
Language:English
Published: Berlin, Heidelberg Springer Berlin Heidelberg 2012, 2012
Edition:1st ed. 2012
Series:Theory and Applications of Natural Language Processing
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • 1.Introduction
  • 2.Latent Variable Grammars for Natural Language Parsing
  • 3.Discriminative Latent Variable Grammars
  • 4.Structured Acoustic Models for Speech Recognition
  • 5.Coarse-to-Fine Machine Translation Decoding
  • 6.Conclusions and Future Work
  • Bibliography