[2Yin5-02] Response generation for generating certain questions in chat-oriented dialogue systems
Keywords:dialogue system, utterance generation
In order for a dialogue system to provide information and recommendations tailored to the user, it is important to
ask the user questions and obtain the necessary information. However, depending on the question, asking it in the
middle of a dialogue may disrupt the flow of the conversation or decrease the user’s satisfaction. In this research,
we aim to develop a response generation model for a chat-oriented dialogue system that can ask specific questions
naturally. Specifically, we constructed a response generation model which generates utterances on the basis of
both the dialogue context and the question to be asked. As a result of experiments using dialogue simulation, we
confirmed that the proposed model has the potential to ask specific questions while maintaining naturalness.
ask the user questions and obtain the necessary information. However, depending on the question, asking it in the
middle of a dialogue may disrupt the flow of the conversation or decrease the user’s satisfaction. In this research,
we aim to develop a response generation model for a chat-oriented dialogue system that can ask specific questions
naturally. Specifically, we constructed a response generation model which generates utterances on the basis of
both the dialogue context and the question to be asked. As a result of experiments using dialogue simulation, we
confirmed that the proposed model has the potential to ask specific questions while maintaining naturalness.
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