Difference between revisions of "Berger et al 1996 a maximum entropy approach to natural language processing"
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Adam Berger, Stephen Della Pietra, and Vincent Della Pietra; ''Computational Linguistics'', (22-1), March 1996; | Adam Berger, Stephen Della Pietra, and Vincent Della Pietra; ''Computational Linguistics'', (22-1), March 1996; | ||
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| + | == Online Version == | ||
An online version is located at [http://acl.ldc.upenn.edu/J/J96/J96-1002.pdf] | An online version is located at [http://acl.ldc.upenn.edu/J/J96/J96-1002.pdf] | ||
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| + | == Summary == | ||
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| + | This oft-cited [[Category::paper]] explains the concept of [[UsesMethod::Maximum Entropy model|Maximum Entropy Models]] and relates them to natural language processing, specifically as they can be applied to [[Problem::Machine Translation]] | ||
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| + | == Maximum Entropy Explanation == | ||
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| + | The paper explains maximum entropy as a problem of constraints. Essentially, | ||
Revision as of 21:36, 28 September 2011
Being edited by Francis Keith
Citation
Adam Berger, Stephen Della Pietra, and Vincent Della Pietra; Computational Linguistics, (22-1), March 1996;
Online Version
An online version is located at [1]
Summary
This oft-cited paper explains the concept of Maximum Entropy Models and relates them to natural language processing, specifically as they can be applied to Machine Translation
Maximum Entropy Explanation
The paper explains maximum entropy as a problem of constraints. Essentially,
