Counterfactual Reasoning for Out-of-distribution Multimodal Sentiment Analysis

Author:

Sun Teng1,Wang Wenjie2,Jing Liqaing1,Cui Yiran3,Song Xuemeng1,Nie Liqiang4

Affiliation:

1. Shandong University, Qingdao, China

2. National University of Singapore, Singapore, Singapore

3. Shandong Univeristy, Qingdao, China

4. Harbin Institute of Technology (Shenzhen), Shenzhen, China

Funder

National Natural Science Foundation of China

Publisher

ACM

Reference45 articles.

1. Galen Andrew , Raman Arora , Jeff A. Bilmes , and Karen Livescu . 2013 . Deep Canonical Correlation Analysis . In Proceedings of the International Conference on Machine Learning. JMLR.org, 1247--1255 . Galen Andrew, Raman Arora, Jeff A. Bilmes, and Karen Livescu. 2013. Deep Canonical Correlation Analysis. In Proceedings of the International Conference on Machine Learning. JMLR.org, 1247--1255.

2. Jacob Devlin , Ming-Wei Chang , Kenton Lee , and Kristina Toutanova . 2019 . BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding . In Proceedings of the Annual Meeting of the Association for Computational Linguistics. ACL, 4171--4186 . Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. In Proceedings of the Annual Meeting of the Association for Computational Linguistics. ACL, 4171--4186.

3. Towards Efficient Multi-Modal Emotion Recognition

4. Empowering Language Understanding with Counterfactual Reasoning

5. Shortcut learning in deep neural networks

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