Proactive Human-Machine Conversation with Explicit Conversation Goals
Summary
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Research Objective作者的研究目标。
To facilitate the development of such conversation systems, we create a new dataset named DuConv where one acts as a conversa- tion leader and the other acts as the follower.

Problem Statement问题陈述，需要解决的问题是什么？
it usually converses passively and utters words more as a matter of response, rather than on its own initiatives.

Method(s)作者解决问题的方法/算法是什么？是否基于前人的方法？
Proactive conversation
Knowledge Grounded conversation
DuConv
Knowledge Crawling
Knowledge Graph Construction
Retrieval-based model
Retrieval model
Generation-based model
Generation model
Evaluation作者如何评估自己的方法，实验的setup是什么样的，有没有问题或者可以借鉴的地方。

Conclusion作者给了哪些结论，哪些是strong conclusions, 哪些又是weak的conclusions?

Notes(optional) 不符合此框架，但需要额外记录的笔记。

Reference

Proactive Conversation:
we proposed to actively lead the conversation by planning over a knowledge graph with an explicit goal.
Knowledge-Grounded Conversation