Topic-Oriented Dialogue Summarization
文献类型:期刊论文
作者 | Lin, Haitao1,3; Zhu, Junnan1,3; Xiang, Lu1,3; Zhai, Feifei2; Zhou, Yu1,2,3; Zhang, Jiajun1,3; Zong, Chengqing1,3 |
刊名 | IEEE/ACM Transactions on Audio, Speech, and Language Processing |
出版日期 | 2023-05-04 |
卷号 | 31页码:1797 - 1810 |
关键词 | dialogue summarization abstractive summarization controllable text generation natural language processing |
DOI | 10.1109/TASLP.2023.3271118 |
英文摘要 | A multi-turn dialogue often contains multiple discussion topics. In several scenarios (e.g., customer service dispute, public opinion monitoring), people are only interested in the gist of a specific topic in the dialogue. Therefore, we propose a novel summarization task, i.e., Topic-Oriented Dialogue Summarization (TODS). Given a dialogue with a topic label, TODS aims to produce a summary covering the main content of the given topic in the dialogue. |
语种 | 英语 |
源URL | [http://ir.ia.ac.cn/handle/173211/51970] |
专题 | 模式识别国家重点实验室_自然语言处理 |
通讯作者 | Zhou, Yu |
作者单位 | 1.School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China 2.Fanyu AI Research, Zhongke Fanyu Technology Co., Ltd, Beijing, China. 3.State Key Laboratory of Multimodal Artificial Intelligence Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China |
推荐引用方式 GB/T 7714 | Lin, Haitao,Zhu, Junnan,Xiang, Lu,et al. Topic-Oriented Dialogue Summarization[J]. IEEE/ACM Transactions on Audio, Speech, and Language Processing,2023,31:1797 - 1810. |
APA | Lin, Haitao.,Zhu, Junnan.,Xiang, Lu.,Zhai, Feifei.,Zhou, Yu.,...&Zong, Chengqing.(2023).Topic-Oriented Dialogue Summarization.IEEE/ACM Transactions on Audio, Speech, and Language Processing,31,1797 - 1810. |
MLA | Lin, Haitao,et al."Topic-Oriented Dialogue Summarization".IEEE/ACM Transactions on Audio, Speech, and Language Processing 31(2023):1797 - 1810. |
入库方式: OAI收割
来源:自动化研究所
其他版本
除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。