Difference between revisions of "Naïve bayes classifier for lexical selection"
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(Created page with ''''Lexical selection''' is the task of choosing the best translation of a polysemous word in a sentence. One way of doing this is to use the sentence context to determine the app…') |
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:<math>\bar{s} = argmax ~ \frac{P(\vec{f}|s) P(s)}{P(s)}</math> |
:<math>\bar{s} = argmax ~ \frac{P(\vec{f}|s) P(s)}{P(s)}</math> |
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==See also== |
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* [[Part-of-speech tagging]] |
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* [[Word sense disambiguation]] |
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[[Category:Development]] |
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[[Category:Documentation in English]] |
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Latest revision as of 11:40, 24 March 2012
Lexical selection is the task of choosing the best translation of a polysemous word in a sentence. One way of doing this is to use the sentence context to determine the appropriate translation of a word. This context can be modelled as a naïve Bayes classifier. Lexical selection is related to word sense disambiguation, and we will adopt the terminology of that field when talking about it.
