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Targeted Language Models

Having additional information about the type of output sentences that are expected, it is possible to build targeted language models.

Targeted Language Models is the main subject of 3 publications.

Topics in LanguageModels

N Gram Language Models | Targeted Language Models | Morphological Language Models | Very Large Language Models

Publications

Zhao et al. (2004) describe a method to extract training data for targeted language models based on similarity to the n-best output of a first decoding stage. Hasan and Ney (2005) cluster sentences according to their syntactic types (i.e. questions vs. statements), train a separate language model for each cluster and interpolate them with the full language model for coverage.

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New Publications

  • Ananthakrishnan et al. (2011)

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