Multimodal Multi-loss Fusion Network for Sentiment Analysis

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Multimodal Multi-loss Fusion Network for Sentiment Analysis

1 August 2023

Zehui Wu

Julia Hirschberg

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Papers citing "Multimodal Multi-loss Fusion Network for Sentiment Analysis"

14 / 14 papers shown

Title
RollingQ: Reviving the Cooperation Dynamics in Multimodal Transformer Haotian Ni Yake Wei Hang Liu Gong Chen Chong Peng Hao Lin Di Hu OffRL 73 0 0 13 Jun 2025
Learning More with Less: Self-Supervised Approaches for Low-Resource Speech Emotion Recognition Ziwei Gong Pengyuan Shi Kaan Donbekci Lin Ai Run Chen David Sasu Zehui Wu Julia Hirschberg SSL 32 0 0 01 Jun 2025
Multimodal Mixture of Low-Rank Experts for Sentiment Analysis and Emotion Recognition Shuo Zhang Jinsong Zhang Zhejun Zhang Lei Li MoE 55 0 0 20 May 2025
Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach Ruikun Hou B. Bühler Tim Fütterer Efe Bozkir Peter Gerjets Ulrich Trautwein Enkelejda Kasneci 57 0 0 12 May 2025
Multimodal Transformers are Hierarchical Modal-wise Heterogeneous Graphs Yijie Jin Junjie Peng Xuanchao Lin Haochen Yuan Lan Wang Cangzhi Zheng 69 0 0 02 May 2025
Can Large Language Models Help Multimodal Language Analysis? MMLA: A Comprehensive Benchmark Hanlei Zhang Zhuohang Li Yeshuang Zhu Hua Xu Peiwu Wang Haige Zhu Jie Zhou Jinchao Zhang 132 0 0 23 Apr 2025
Are you SURE? Enhancing Multimodal Pretraining with Missing Modalities through Uncertainty Estimation Duy Nguyen Quan Huu Do Khoa D. Doan Minh N. Do 77 0 0 18 Apr 2025
The Mind in the Machine: A Survey of Incorporating Psychological Theories in LLMs Zizhou Liu Ziwei Gong Lin Ai Zheng Hui Run Chen Colin Wayne Leach Michelle R. Greene Julia Hirschberg LLMAG 487 0 0 28 Mar 2025
Akan Cinematic Emotions (ACE): A Multimodal Multi-party Dataset for Emotion Recognition in Movie Dialogues David Sasu Zehui Wu Ziwei Gong Run Chen Pengyuan Shi Lin Ai Julia Hirschberg Natalie Schluter 173 3 0 16 Feb 2025
SentiXRL: An advanced large language Model Framework for Multilingual Fine-Grained Emotion Classification in Complex Text Environment Jie Wang Yichen Wang Zhilin Zhang Jianhao Zeng Kaidi Wang Zhiyang Chen 159 0 0 27 Nov 2024
MEANT: Multimodal Encoder for Antecedent Information Benjamin Iyoya Irving Annika Marie Schoene AIFin 58 0 1 10 Nov 2024
Enhancing Multimodal Affective Analysis with Learned Live Comment Features Zhaoyuan Deng Amith Ananthram Kathleen McKeown 61 1 0 21 Oct 2024
GSIFN: A Graph-Structured and Interlaced-Masked Multimodal Transformer-based Fusion Network for Multimodal Sentiment Analysis Yijie Jin 69 0 0 27 Aug 2024
Beyond Silent Letters: Amplifying LLMs in Emotion Recognition with Vocal Nuances Mieko Ochi Ziwei Gong D. Komura Pengyuan Shi Kaan Donbekci Julia Hirschberg 107 16 0 31 Jul 2024