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A Maximum Entropy Approach to Natural Language Processing Export

by: Adam L. Berger, Stephen D. Della Pietra, Vincent J. D. Della Pietra
Computational Linguistics, Vol. 22, No. 1. (1996), pp. 39-71.

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maximum-entropy natural-language-processing

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this paper, we describe a method for statistical modeling based on maximum entropy. We present a maximum-likelihood approach for automatically constructing maximum entropy models and describe how to implement this approach efficiently, using as examples several problems in natural language processing


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