2024
- Zihan Qiu, Zeyu Huang, Youcheng Huang*, Jie Fu: Empirical Study on Updating Key-Value Memories in Transformer Feed-forward Layers. Tniy paper at ICLR 2024.
2023
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Zihan Qiu, Zeyu Huang, Jie Fu: Unlocking Emergent Modularity in Large Language Models. NAACL 2024, Outstanding paper award.
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Zeyu Huang, Yikang Shen, Xiaofeng Zhang, Jie Zhou, Wenge Rong, Zhang Xiong: Transformer-Patcher: One Mistake Worth One Neuron. ICLR 2023
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Zeyu Huang, Xiaofeng Zhang, Jun Bai, Wenge Rong, Yuanxin Ouyang, Zhang Xiong: Solving Math Word Problems Following Logically Consistent Template. IJCNN 2023: 1-8
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Xiaofeng Zhang, Zeyu Huang, Jun Bai, Wenge Rong, Yuanxin Ouyang, Zhang Xiong: Subgraph-Oriented Heterogeneous Drug-Target Interaction Identification. IJCNN 2023: 1-8
2022
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Zeyu Huang, Wenge Rong, Xiaofeng Zhang, Yuanxin Ouyang, Chenghua Lin, and Zhang Xiong. 2022. Token Relation Aware Chinese Named Entity Recognition. ACM Trans. Asian Low-Resour. Lang. Inf. Process. 22, 1, Article 24 (January 2023), 21 pages. https://doi.org/10.1145/3531534
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Xiaofeng Zhang, Yikang Shen, Zeyu Huang, Jie Zhou, Wenge Rong, Zhang Xiong: Mixture of Attention Heads: Selecting Attention Heads Per Token. EMNLP 2022: 4150-4162