Combining Verbal and Nonverbal Features to Overcome the "Information Gap" in Task-Oriented Dialogue

Abstract

Dialogue act modeling in task-oriented dialogue poses significant challenges. It is particularly challenging for corpora consisting of two interleaved communication streams: a dialogue stream and a task stream. In such corpora, information can be conveyed implicitly by the task stream, yielding a dialogue stream with seemingly missing information. A… (More)

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