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arXiv 2002.01862cs.HCcs.AIcs.CL
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If I Hear You Correctly: Building and Evaluating Interview Chatbots with Active Listening Skills

University of Illinois at Urbana-Champaign(伊利诺伊大学厄巴纳-香槟分校);Juji, Inc.(Juji公司)

Ziang Xiao, Michelle X. Zhou, Wenxi Chen, Huahai Yang, Changyan Chi

英文摘要:

Interview chatbots engage users in a text-based conversation to draw out their views and opinions. It is, however, challenging to build effective interview chatbots that can handle user free-text responses to open-ended questions and deliver engaging user experience. As the first step, we are investigating the feasibility and effectiveness of using publicly available, practical AI technologies to build effective interview chatbots. To demonstrate feasibility, we built a prototype scoped to enable interview chatbots with a subset of active listening skills - the abilities to comprehend a user's input and respond properly. To evaluate the effectiveness of our prototype, we compared the performance of interview chatbots with or without active listening skills on four common interview topics in a live evaluation with 206 users. Our work presents practical design implications for building effective interview chatbots, hybrid chatbot platforms, and empathetic chatbots beyond interview tasks.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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