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Data mining: practical machine learning tools and techniques with Java implementations
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Gesture features for coreference resolution
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AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 1
Gesture salience as a hidden variable for coreference resolution and keyframe extraction
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Communicative gestures in coreference identification in multiparty meetings
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SIGDIAL '10 Proceedings of the 11th Annual Meeting of the Special Interest Group on Discourse and Dialogue
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SMIAE '12 Proceedings of the 1st Workshop on Speech and Multimodal Interaction in Assistive Environments
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Coreference resolution, like many problems in natural language processing, has most often been explored using datasets of written text. While spontaneous spoken language poses well-known challenges, it also offers additional modalities that may help disambiguate some of the inherent disfluency. We explore features of hand gesture that are correlated with coreference. Combining these features with a traditional textual model yields a statistically significant improvement in overall performance.