Results for:
"
Pietra+dura
" in Documents
- Inducing features of random fields
- Abstract We present a technique for constructing random fields from a set of training samples. The learning paradigm builds increasingly complex fields by allowing potential functions, or features, t...
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Uploaded: Publication Date: Apr 1997
- Duality and auxiliary functions for Bregman distances 2001 18 citation...
- We formulate and prove a convex duality theorem for Bregman distances and present a technique based on auxiliary functions for deriving and proving convergence of iterative algorithms to minimize Breg...
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Views: (1004)
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Uploaded: 13-05-09
- Duality and auxiliary functions for Bregman distances 2001 19 citation...
- We formulate and prove a convex duality theorem for Bregman distances and present a technique based on auxiliary functions for deriving and proving convergence of iterative algorithms to minimize Breg...
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Views: (1006)
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Uploaded: 13-05-09
- Statistical Learning Algorithms Based on Bregman Distances 1997 17 cit...
- We present a class of statistical learning algorithms formulated in terms of minimizing Bregman distances, a family of generalized entropy measures associated with convex functions. The inductive lear...
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Views: (1047)
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Uploaded: 13-05-09
- A Maximum Entropy Approach to Natural Language Processing 1996 602 cit...
- 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 i...
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Views: (1028)
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Uploaded: 13-05-09
- A Maximum Entropy Approach to Natural Language Processing 1996 602 cit...
- 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 i...
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Views: (1030)
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Uploaded: 15-05-09
- Adaptive language modeling using minimum discriminant estimation
- Abstract The authors present an algorithm to adapt a n-gram language model to a document as it is dictated. The observed partial document is used to estimate a unigram distribution for the words that...
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Views: (2001)
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Uploaded: Publication Date: 23-26 Mar 1992
- An Estimate of an Upper Bound for the 1992
- this paper as a gauntlet thrown down before the computational linguistics community. The Brown Corpus is a widely available, standard corpus and the subject of much linguistic research. By predicting ...
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Views: (1005)
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Uploaded: 15-05-09