Iterative language model estimation: efficient data structure & algorithms

INTERSPEECH, pp. 841-844, 2008.

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Keywords:
language modeldata structureindexing terms

Abstract:

Despite the availability of better performing techniques, most language models are trained using popular toolkits that do not support perplexity optimization. In this work, we present an ef- ficient data structure and optimized algorithms specifically de- signed for iterative parameter tuning. With the resulting imple- mentation, we demon...More

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