Spoken language understanding that incorporates prior...

G - Physics – 06 – F

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G06F 17/00 (2006.01) G06F 15/18 (2006.01) G06F 17/20 (2006.01) G10L 15/06 (2006.01)

Patent

CA 2394000

A system for understanding entries, such as speech, develops a classifier by employing prior knowledge with which a given corpus of training entries is enlarged threefold. A rule is created for each of the labels employed in the classifier, and the created rules are applied to the given corpus to create a corpus of attachments by appending a weight of hp(x), or 1-hp(x), to labels of entries that meet, or fail to meet, respectively, conditions of the labels' rules, and to also create a corpus of non-attachments by appending a weight of 1-hp(x), or hp(x), to labels of entries that meet, or fail to meet conditions of the labels' rules.

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