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In conversation, speakers have been shown to entrain, or become more similar to each other, in various ways. We measure entrain- ment on eight acoustic features extracted from the speech …...

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AbstractIn many domains, dialogue systems need to work collaboratively with users to successfully reconstruct the meaning the user had in mind. In this paper, we show how cognitive models of …...

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Learning Interpretable Latent Dialogue Actions With Less Supervision

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AbstractWe present a novel architecture for explainable modeling of task-oriented dialogues with discrete latent variables to represent dialogue actions. Our model is based on variational recurrent neural networks (VRNN) and …...

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