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Part-of-speech tagging and chunking with log-linear models

Part-of-speech tagging and chunking with log-linear models. University of Manchester Yoshimasa Tsuruoka. Outline. POS tagging and Chunking for English Conditional Markov Models (CMMs) Dependency Networks Bidirectional CMMs Maximum entropy learning Conditional Random Fields (CRFs)

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