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MuSe@ACM Multimedia 2023: Ottawa, ON, Canada
- Shahin Amiriparian, Lukas Christ, Andreas König, Alan Cowen, Eva-Maria Meßner, Erik Cambria, Björn W. Schuller:
Proceedings of the 4th on Multimodal Sentiment Analysis Challenge and Workshop: Mimicked Emotions, Humour and Personalisation, MuSe 2023, Ottawa, ON, Canada, 2 November 2023. ACM 2023 - Lukas Christ, Shahin Amiriparian, Alice Baird, Alexander Kathan, Niklas Müller, Steffen Klug, Chris Gagne, Panagiotis Tzirakis, Lukas Stappen, Eva-Maria Meßner, Andreas König, Alan Cowen, Erik Cambria, Björn W. Schuller:
The MuSe 2023 Multimodal Sentiment Analysis Challenge: Mimicked Emotions, Cross-Cultural Humour, and Personalisation. 1-10 - Chaoyue Ding, Daoming Zong, Baoxiang Li, Song Zhang, Xiaoxu Zhu, Guiping Zhong, Dinghao Zhou:
Multimodal Sentiment Analysis via Efficient Multimodal Transformer and Modality-Aware Adaptive Training Strategy. 11-17 - Guofeng Yi, Yuguang Yang, Yu Pan, Yuhang Cao, Jixun Yao, Xiang Lv, Cunhang Fan, Zhao Lv, Jianhua Tao, Shan Liang, Heng Lu:
Exploring the Power of Cross-Contextual Large Language Model in Mimic Emotion Prediction. 19-26 - Tamás Grósz, Anja Virkkunen, Dejan Porjazovski, Mikko Kurimo:
Discovering Relevant Sub-spaces of BERT, Wav2Vec 2.0, ELECTRA and ViT Embeddings for Humor and Mimicked Emotion Recognition with Integrated Gradients. 27-34 - Mingyu Xu, Shun Chen, Zheng Lian, Bin Liu:
Humor Detection System for MuSE 2023: Contextual Modeling, Pesudo Labelling, and Post-smoothing. 35-41 - Jun Yu, Wangyuan Zhu, Jichao Zhu, Xiaxin Shen, Jianqing Sun, Jiaen Liang:
MMT-GD: Multi-Modal Transformer with Graph Distillation for Cross-Cultural Humor Detection. 43-49 - Heng Xie, Jizhou Cui, Yuhang Cao, Junjie Chen, Jianhua Tao, Cunhang Fan, Xuefei Liu, Zhengqi Wen, Heng Lu, Yuguang Yang, Zhao Lv, Yongwei Li:
Multimodal Cross-Lingual Features and Weight Fusion for Cross-Cultural Humor Detection. 51-57 - Qi Li, Yangyang Xu, Zhuoer Zhao, Shulei Tang, Feixiang Zhang, Ruotong Wang, Xiao Sun, Meng Wang:
JTMA: Joint Multimodal Feature Fusion and Temporal Multi-head Attention for Humor Detection. 59-65 - Misha Libman, Gelareh Mohammadi:
ECG-Coupled Multimodal Approach for Stress Detection. 67-72 - Haiyang Sun, Zhuofan Wen, Mingyu Xu, Zheng Lian, Licai Sun, Bin Liu, Jianhua Tao:
Exclusive Modeling for MuSe-Personalisation Challenge. 73-80 - Jia Li, Wei Qian, Kun Li, Qi Li, Dan Guo, Meng Wang:
Exploiting Diverse Feature for Multimodal Sentiment Analysis. 81-87 - Ho-min Park, Ganghyun Kim, Arnout Van Messem, Wesley De Neve:
MuSe-Personalization 2023: Feature Engineering, Hyperparameter Optimization, and Transformer-Encoder Re-discovery. 89-97 - Qi Li, Shulei Tang, Feixiang Zhang, Ruotong Wang, Yangyang Xu, Zhuoer Zhao, Xiao Sun, Meng Wang:
Temporal-aware Multimodal Feature Fusion for Sentiment Analysis. 99-105
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