Multimodal Prompt Transformer with Hybrid Contrastive Learning for Emotion Recognition in Conversation

Author:

Zou Shihao1ORCID,Huang Xianying1ORCID,Shen Xudong1ORCID

Affiliation:

1. Chongqing University of Technology, Chongqing, China

Funder

National Natural Science Foundation of China

National Natural Science Foundation of Chongqing

Chongqing University of Technology Graduate Education Quality Development Action Plan Funding Results

Publisher

ACM

Reference42 articles.

1. F Gregory Ashby Alice M Isen etal 1999. A neuropsychological theory of positive affect and its influence on cognition. Psychological review Vol. 106 3 (1999) 529. F Gregory Ashby Alice M Isen et al. 1999. A neuropsychological theory of positive affect and its influence on cognition. Psychological review Vol. 106 3 (1999) 529.

2. Mohamed Ishmael Belghazi , Aristide Baratin , Sai Rajeswar , Sherjil Ozair , Yoshua Bengio , R. Devon Hjelm , and Aaron C. Courville . 2018. Mutual Information Neural Estimation . In Proceedings of the 35th International Conference on Machine Learning, ICML (Proceedings of Machine Learning Research , Vol. 80). 530-- 539 . http://proceedings.mlr.press/v80/belghazi18a.html Mohamed Ishmael Belghazi, Aristide Baratin, Sai Rajeswar, Sherjil Ozair, Yoshua Bengio, R. Devon Hjelm, and Aaron C. Courville. 2018. Mutual Information Neural Estimation. In Proceedings of the 35th International Conference on Machine Learning, ICML (Proceedings of Machine Learning Research, Vol. 80). 530--539. http://proceedings.mlr.press/v80/belghazi18a.html

3. IEMOCAP: interactive emotional dyadic motion capture database

4. Ting Chen , Simon Kornblith , Mohammad Norouzi , and Geoffrey E. Hinton . 2020. A Simple Framework for Contrastive Learning of Visual Representations . In Proceedings of the 37th International Conference on Machine Learning, ICML (Proceedings of Machine Learning Research , Vol. 119). 1597-- 1607 . http://proceedings.mlr.press/v119/chen20j.html Ting Chen, Simon Kornblith, Mohammad Norouzi, and Geoffrey E. Hinton. 2020. A Simple Framework for Contrastive Learning of Visual Representations. In Proceedings of the 37th International Conference on Machine Learning, ICML (Proceedings of Machine Learning Research, Vol. 119). 1597--1607. http://proceedings.mlr.press/v119/chen20j.html

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