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Effective Use of Prosody in Parsing Conversational Speech

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We identify a set of prosodic cues for parsing con- versational speech and show how such features can be effectively incorporated into a statistical parsing model. On the Switchboard corpus …...

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Joint Incremental Disfluency Detection and Dependency Parsing

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AbstractWe present an incremental dependency parsing model that jointly performs disfluency detection. The model handles speech repairs using a novel non-monotonic transition system, and includes several novel classes of features. …...

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Unsupervised Grammar Induction with Depth-bounded PCFG

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AbstractThere has been recent interest in applying cognitively- or empirically-motivated bounds on recursion depth to limit the search space of grammar induction models (Ponvert et al., 2011; Noji and Johnson, …...

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