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Multi-Affection Prompt Learning for Sentiment,Emotion,and Sarcasm Joint Detection in Conversations

Yazhou Zhang Yang Yu Xiangkai Wang Xiang Li Hui Liang Prayag Tiwari

Tsinghua Science and Technology2026，Vol.31Issue(3)：P.1819-1837,19.

Tsinghua Science and Technology2026，Vol.31Issue(3)：P.1819-1837,19.DOI:10.26599/TST.2024.9010196

Multi-Affection Prompt Learning for Sentiment,Emotion,and Sarcasm Joint Detection in Conversations

Yazhou Zhang ¹Yang Yu ²Xiangkai Wang ³Xiang Li ⁴Hui Liang ⁵Prayag Tiwari⁶

作者信息

1. College of Intelligence and Computing,Tianjin University,Tianjin 300350,China
2. School of Information Science and Engineering,Lanzhou University,Lanzhou 730000,China
3. Shandong Zhengyun Information Technology Limited Company,Jinan 250353,China
4. Qilu University of Technology(Shandong Academy of Sciences),Jinan 250353,China
5. Zhengzhou University of Light Industry,Zhengzhou 450002,China
6. School of Information Technology,Halmstad University,Halmstad 30118,Sweden
折叠

摘要

关键词

sentiment analysis/affection detection/prompt learning/multi-task learning

分类

信息技术与安全科学

引用本文复制引用

Yazhou Zhang,Yang Yu,Xiangkai Wang,Xiang Li,Hui Liang,Prayag Tiwari..Multi-Affection Prompt Learning for Sentiment,Emotion,and Sarcasm Joint Detection in Conversations[J].Tsinghua Science and Technology,2026,31(3):P.1819-1837,19.

基金项目

supported by Hong Kong RGC Theme-based Research Scheme(No.T45-401/22-N) （No.T45-401/22-N）

the National Natural Science Foundation of China(No.62006212) （No.62006212）

Fellowship from the China Postdoctoral Science Foundation(No.2023M733907) （No.2023M733907）

Natural Science Foundation of Hunan Province of China(No.242300421412) （No.242300421412）

Foundation of Key Laboratory of Dependable Service Computing in Cyber-Physical-Society(Ministry of Education),and Chongqing University(No.CPSDSC202103). （Ministry of Education）

Tsinghua Science and Technology

ISSN：1007-0214

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