Contextual Dialogue Act Classification for Open-Domain Conversational Agents

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, pp. 1273-1276, 2019.

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Keywords:
conversational intent classification dialogue act classification open domain conversational agents

Abstract:

Classifying the general intent of the user utterance in a conversation, also known as Dialogue Act (DA), e.g., open-ended question, statement of opinion, or request for an opinion, is a key step in Natural Language Understanding (NLU) for conversational agents. While DA classification has been extensively studied in human-human conversati...More

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