Method and apparatus for selecting links to include in a probabilistic generative model for text
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United States of America Patent
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Aug 16, 2016
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app pub date -
May 4, 2012
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Aug 1, 2007
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Abstract
A method may include receiving, at one or more processors, a current model. The current model may include a group of nodes representing words, at least one cluster of nodes representing related words, and a group of links. Each link may connect two nodes of the group of nodes. Each link may include a corresponding weight. The method may further include applying, by one or more processors, a set of training documents to the model to produce new weights for the group of links to create a new model; and making, by one or more processors, the new model the current model.
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