Topic-Oriented Dialogue Summarization | |
Lin, Haitao2,3; Zhu, Junnan2,3; Xiang, Lu2,3; Zhai, Feifei1; Zhou, Yu1,2,3; Zhang, Jiajun2,3; Zong, Chengqing2,3 | |
刊名 | IEEE/ACM Transactions on Audio, Speech, and Language Processing |
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 |
内容类型 | 期刊论文 |
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.Fanyu AI Research, Zhongke Fanyu Technology Co., Ltd, Beijing, China. 2.School of Artificial Intelligence, University of Chinese Academy of Sciences, 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. |
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