dialogue systems, also called chatbots, are now used in a wide range of
applications. However, they still have some major weaknesses. One key weakness
is that they are typically trained from manually-labeled data
我们提出了一种新颖的基于 AI 的聊天机器人学习模式,用户通过与教师机器人的对话获取信息和知识。我们的系统使用了一种新型加强自我对话模式,在不同领域之间实现知识传递和关注用户的对话。我们在三个大型公共数据语料库上进行了广泛的主客观评估,证明了我们的系统在传递知识和关注用户方面的有效性,帮助用户在不阅读文章的情况下大大提高知识水平。