Sequence recognition - PowerPoint PPT Presentation

Conditional Random Fields and Direct Decoding for Speech and Language Processing

Conditional Random Fields and Direct Decoding for Speech and Language Processing. Eric Fosler-Lussier The Ohio State University Geoff Zweig Microsoft. What we will cover. Tutorial introduces basics of direct probabilistic models

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1.64k views • 145 slides

Sequence recognition

Sequence recognition. (from Apr 12 ppt). Recognition question - What is the probability that the sequence s is from the start site model M ? P(M|s) = P(M)* P(s|M) / P(s) (Bayes' theorem) P(M) and P(s) are prior probabilities and P(M|s) is posterior probability. Trait prediction.

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212 views • 9 slides

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