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This video explains Conditional Random Fields (CRFs) by building directly on Hidden Markov Models (HMMs), showing how CRFs move from generative modeling to discriminative sequence labeling. It covers linear chain CRFs, feature functions, conditional probability, normalization with the partition function, and why CRFs are widely used for ...
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