论文标题
与即兴对话进行接地对话
Grounding Conversations with Improvised Dialogues
论文作者
论文摘要
有效的对话涉及接地，建立相互知识对于人之间的交流至关重要的过程。现代对话系统未经过明确的培训以建立共同点，因此忽略了沟通的这一重要方面。即兴剧院（即兴剧院（Impic）本质上包含了很高的对话，重点是建立共同基础，并利用“是”原则，强大的言语行为，以建立连贯性和可行的客观现实。我们收集了一个超过26,000的语料库，并转弯，通过即兴对话进行转录，并通过引导分类器从较大但更稀少的电影脚本对话中提取它们。我们与我们的语料库微调聊天对话系统，以鼓励更多的相关对话，并通过人类评估来确认这些发现。
Effective dialogue involves grounding, the process of establishing mutual knowledge that is essential for communication between people. Modern dialogue systems are not explicitly trained to build common ground, and therefore overlook this important aspect of communication. Improvisational theater (improv) intrinsically contains a high proportion of dialogue focused on building common ground, and makes use of the yes-and principle, a strong grounding speech act, to establish coherence and an actionable objective reality. We collect a corpus of more than 26,000 yes-and turns, transcribing them from improv dialogues and extracting them from larger, but more sparsely populated movie script dialogue corpora, via a bootstrapped classifier. We fine-tune chit-chat dialogue systems with our corpus to encourage more grounded, relevant conversation and confirm these findings with human evaluations.
