Publications

2025

  1. TASLP
    Improving Representation with Intra-and Inter-clause Commonsense Injection for Emotion-Cause Pair Extraction
    Guimin Hu, and Jiayuan Xie
    In IEEE Transactions on Audio, Speech and Language Processing 2025
    URL
  2. MM
    PgM: Partitioner Guided Modal Learning Framework
    Guimin Hu, Yi Xin, Lijie Hu, Zhihong Zhu, and Hasti Seifi
    In ACM International Conference on Multimedia 2025
    URL
  3. EMNLP Findings
    HapticCap: A Multimodal Dataset and Task for Understanding User Experience of Vibration Haptic Signals
    Guimin Hu, Daniel Hershcovich, and Hasti Seifi
    In Findings of the Association for Computational Linguistics: EMNLP 2025
    URL
  4. arXiv
    HapticLLaMA: A Multimodal Sensory Language Model for Haptic Captioning
    Guimin Hu, Daniel Hershcovich, and Hasti Seifi
    In arXiv preprint arXiv:2508.06475 2025
    URL
  5. AAAI
    Explicitly Guided Difficulty-Controllable Visual Question Generation
    Jiayuan Xie, Mengqiu Cheng, Xinting Zhang, Yi Cai, Guimin Hu, Mengying Xie, and 1 more author
    In Proceedings of the AAAI Conference on Artificial Intelligence 2025
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2024

  1. NN
    Unifying emotion-oriented and cause-oriented predictions for emotion-cause pair extraction
    Guimin Hu, Yi Zhao, and Guangming Lu
    Neural Networks 2024
  2. TAFFC
    Improving Representation With Hierarchical Contrastive Learning for Emotion-Cause Pair Extraction
    Guimin Hu, Yi Zhao, and Guangming Lu
    IEEE Transactions on Affective Computing 2024
    URL
  3. EMNLP Findings
    UniMEEC: Towards Unified Multimodal Emotion Recognition and Emotion Cause
    Guimin Hu, Zhihong Zhu, Daniel Hershcovich, Hasti Seifi, and Jiayuan Xie
    Findings of the Association for Computational Linguistics: EMNLP 2024 2024
    URL Code
  4. COLING
    Towards Multi-modal Sarcasm Detection via Disentangled Multi-grained Multi-modal Distilling
    Zhihong Zhu, Xuxin Cheng, Guimin Hu, Yaowei Li, Zhiqi Huang, and Yuexian Zou
    In Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) 2024
  5. EMNLP
    FoodieQA: A Multimodal Dataset for Fine-Grained Understanding of Chinese Food Culture
    Wenyan Li, Xinyu Zhang, Jiaang Li, Qiwei Peng, Raphael Tang, Li Zhou, and 5 more authors
    Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing 2024
    URL Code
  6. IJCAI
    TFCD: Towards Multi-modal Sarcasm Detection via Training-Free Counterfactual Debiasing
    Zhihong Zhu, Xianwei Zhuang, Yunyan Zhang, Derong Xu, Guimin Hu, Xian Wu, and 1 more author
    In Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, IJCAI-24 2024
  7. arXiv
    Recent Trends of Multimodal Affective Computing: A Survey from NLP Perspective
    Guimin Hu, Yi Xin, Weimin Lyu, Haojian Huang, Chang Sun, Zhihong Zhu, and 2 more authors
    In arXiv preprint arXiv:2409.07388 2024
    URL Code
  8. ACII
    Grounding Emotional Descriptions to Electrovibration Haptic Signals
    Guimin Hu, Zirui Zhao, Lukas Heilmann, Yasemin Vardar, and Hasti Seifi
    In arXiv preprint arXiv:2411.02118 2024
    URL
  9. arXiv
    Retrieving Implicit and Explicit Emotional Events Using Large Language Models
    Guimin Hu, and Hasti Seifi
    In arXiv preprint arXiv:2410.19128 2024
    URL

2023

  1. TASLP
    Emotion prediction oriented method with multiple supervisions for emotion-cause pair extraction
    Guimin Hu, Yi Zhao, and Guangming Lu
    IEEE/ACM Transactions on Audio, Speech, and Language Processing 2023
    URL Code
  2. AMM
    Modeling data-driven adaptive distributionally robust equilibrium last mile relief network under centrality metric
    Fanghao Yin, Yi Zhao, Dong Wang, and Guimin Hu
    Applied Mathematical Modelling 2023

2022

  1. EMNLP
    UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition
    Guimin Hu, Ting-En Lin, Yi Zhao, Guangming Lu, Yuchuan Wu, and Yongbin Li
    In Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing 2022
    URL Code
  2. KBS
    An exploration of mutual information based on emotion–cause pair extraction
    Guimin Hu, Yi Zhao, Guangming Lu, Fanghao Yin, and Jiashan Chen
    Knowledge-Based Systems 2022

2021

  1. KBS
    FSS-GCN: A graph convolutional networks with fusion of semantic and structure for emotion cause analysis
    Guimin Hu, Guangming Lu, and Yi Zhao
    Knowledge-Based Systems 2021
    URL Code
  2. EMNLP Findings
    Bidirectional hierarchical attention networks based on document-level context for emotion cause extraction
    Guimin Hu, Guangming Lu, and Yi Zhao
    In Findings of the Association for Computational Linguistics: EMNLP 2021 2021
    URL

2020

  1. NLPCC
    Emotion-cause joint detection: A unified network with dual interaction for emotion cause analysis
    Guimin Hu, Guangming Lu, and Yi Zhao
    In Natural Language Processing and Chinese Computing: 9th CCF International Conference, NLPCC 2020, Zhengzhou, China, October 14–18, 2020, Proceedings, Part I 9 2020