跳到主要导航 跳到搜索 跳到主要内容

Single turn Chinese emotional conversation generation based on information retrieval and question answering

  • Zhiheng Zhou
  • , Man Lan
  • , Yuanbin Wu
  • , Jun Lang
  • East China Normal University
  • Shanghai Key Laboratory of Multidimensional Information Processing
  • Alibaba Group Holding Ltd.

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Emotional conversation is attracting more attention in natural language understanding and machine intelligence. In this paper, we propose a single turn Chinese emotional conversation generation system. Given a post, our system generates appropriate responses from large-scale conversation datasets together with corresponding emotional labels. This system consists of four components, i.e., information retrieval (IR) system, language model, question answering (QA) system and emotion classifier. The experimental results on benchmark dataset show that our system is capable of retrieving appropriate responses with emotional labels.

源语言英语
主期刊名Proceedings of the 2017 International Conference on Asian Language Processing, IALP 2017
编辑Rong Tong, Yue Zhang, Yanfeng Lu, Minghui Dong
出版商Institute of Electrical and Electronics Engineers Inc.
103-106
页数4
ISBN(电子版)9781538619803
DOI
出版状态已出版 - 2 7月 2017
活动21st International Conference on Asian Language Processing, IALP 2017 - Singapore, 新加坡
期限: 5 12月 20177 12月 2017

丛书

姓名Proceedings of the 2017 International Conference on Asian Language Processing, IALP 2017
2018-January

会议

会议21st International Conference on Asian Language Processing, IALP 2017
国家/地区新加坡
Singapore
时期5/12/177/12/17

学术指纹

探究 'Single turn Chinese emotional conversation generation based on information retrieval and question answering' 的科研主题。它们共同构成独一无二的学术指纹。

引用此