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Language Modeling with Power Low Rank Ensembles.

EMNLP, (2014): 1487-1498

Cited by: 8|Views186
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Abstract

We present power low rank ensembles (PLRE), a flexible framework for n-gram language modeling where ensembles of low rank matrices and tensors are used to obtain smoothed probability estimates of words in context. Our method can be understood as a generalization of n-gram modeling to non-integer n, and includes standard techniques such ...More

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