Exploring the Power of Cross-Contextual Large Language Model in Mimic Emotion Prediction

Author:

Yi Guofeng1ORCID,Yang Yuguang2ORCID,Pan Yu2ORCID,Cao Yuhang2ORCID,Yao Jixun2ORCID,Lv Xiang2ORCID,Fan Cunhang1ORCID,Lv Zhao1ORCID,Tao Jianhua3ORCID,Liang Shan4ORCID,Lu Heng2ORCID

Affiliation:

1. Anhui University, Hefei, China

2. Ximalaya Inc., Shanghai, China

3. Tsinghua University, Beijing, China

4. Institute of Automation, Chinese Academy of Sciences, Beijing, China

Funder

National Natural Science Foundation of China

the Open Research Projects of Zhejiang Lab

Publisher

ACM

Reference32 articles.

1. Ebtesam Almazrouei Hamza Alobeidli Abdulaziz Alshamsi Alessandro Cappelli Ruxandra Cojocaru Merouane Debbah Etienne Goffinet Daniel Heslow Julien Launay Quentin Malartic Badreddine Noune Baptiste Pannier Guilherme Penedo. 2023. Falcon-40B: an open large language model with state-of-the-art performance. (2023). Ebtesam Almazrouei Hamza Alobeidli Abdulaziz Alshamsi Alessandro Cappelli Ruxandra Cojocaru Merouane Debbah Etienne Goffinet Daniel Heslow Julien Launay Quentin Malartic Badreddine Noune Baptiste Pannier Guilherme Penedo. 2023. Falcon-40B: an open large language model with state-of-the-art performance. (2023).

2. MuSe 2023 Challenge: Multimodal Prediction of Mimicked Emotions, Cross-Cultural Humour, and Personalised Recognition of Affects

3. Alexei Baevski , Yuhao Zhou , Abdelrahman Mohamed , Michael Auli . 2020. wav2vec 2.0: A framework for self-supervised learning of speech representations. Advances in neural information processing systems , Vol. 33 ( 2020 ), 12449--12460. Alexei Baevski, Yuhao Zhou, Abdelrahman Mohamed,Michael Auli. 2020. wav2vec 2.0: A framework for self-supervised learning of speech representations. Advances in neural information processing systems , Vol. 33 (2020), 12449--12460.

4. Emerging Properties in Self-Supervised Vision Transformers

5. Chengxin ChenPengyuan Zhang . 2022 . Integrating Cross-modal Interactions via Latent Representation Shift for Multi-modal Humor Detection . In Proceedings of the 3rd International on Multimodal Sentiment Analysis Workshop and Challenge. 23--28 . Chengxin ChenPengyuan Zhang. 2022. Integrating Cross-modal Interactions via Latent Representation Shift for Multi-modal Humor Detection. In Proceedings of the 3rd International on Multimodal Sentiment Analysis Workshop and Challenge. 23--28.

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. GEmo-CLAP: Gender-Attribute-Enhanced Contrastive Language-Audio Pretraining for Accurate Speech Emotion Recognition;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14

2. Development of multimodal sentiment recognition and understanding;Journal of Image and Graphics;2024

3. MuSe 2023 Challenge: Multimodal Prediction of Mimicked Emotions, Cross-Cultural Humour, and Personalised Recognition of Affects;Proceedings of the 31st ACM International Conference on Multimedia;2023-10-26

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