Neural Generation Meets Real People: Building a Social, Informative Open-Domain Dialogue Agent
Neural Generation Meets Real People: Building a Social, Informative Open-Domain Dialogue Agent
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DOI：
10.48550/arxiv.2207.12021
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发表时间：
2022-07
期刊：
影响因子：
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通讯作者：
Ethan A. Chi;Ashwin Paranjape;A. See;Caleb Chiam;Kathleen Kenealy;Swee Kiat Lim;Amelia Hardy;Chetanya Rastogi;Hao Li;Alexander Iyabor;Yutong He;Hari Sowrirajan;Peng Qi;Kaushik Ram Sadagopan;Nguyet Minh Phu;Dilara Soylu;Jillian Tang;A. Narayan;Giovanni Campagna;Christopher D. Manning
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作者：
Ethan A. Chi;Ashwin Paranjape;A. See;Caleb Chiam;Kathleen Kenealy;Swee Kiat Lim;Amelia Hardy;Chetanya Rastogi;Hao Li;Alexander Iyabor;Yutong He;Hari Sowrirajan;Peng Qi;Kaushik Ram Sadagopan;Nguyet Minh Phu;Dilara Soylu;Jillian Tang;A. Narayan;Giovanni Campagna;Christopher D. Manning
我们推出了 Chirpy Cardinal，一个开放域社交聊天机器人。我们的机器人旨在提供信息和对话，以真实、情感智能的方式与用户聊天。通过将受控神经生成与支架式手写对话相结合，我们让用户和机器人轮流驱动对话，从而产生引人入胜且社交流畅的体验。 Chirpy Cardinal 在 Alexa 奖社交机器人大奖赛第四次迭代中部署，每天处理数千个对话，在 9 个机器人中排名第二，平均用户评分为 3.58/5。
We present Chirpy Cardinal, an open-domain social chatbot. Aiming to be both informative and conversational, our bot chats with users in an authentic, emotionally intelligent way. By integrating controlled neural generation with scaffolded, hand-written dialogue, we let both the user and bot take turns driving the conversation, producing an engaging and socially fluent experience. Deployed in the fourth iteration of the Alexa Prize Socialbot Grand Challenge, Chirpy Cardinal handled thousands of conversations per day, placing second out of nine bots with an average user rating of 3.58/5.