📝 Selected Publications
Please go to Google Scholar for a complete list of publications.
[Recent work on LLMs]
ICML 2025Handling Imbalanced Pseudolabels for Vision-Language Models with Concept Alignment and Confusion-Aware Calibrated Margin, Yuchen Wang, Xuefeng Bai✉, Xiucheng Li, Weili Guan, Liqiang Nie and Xinyang Chen✉. [code]IJCAI 2025A Survey on the Feedback Mechanism of LLM-based AI Agents, Zhipeng Liu, Xuefeng Bai✉, Kehai Chen, Xinyang Chen, Xiucheng Li, Yang Xiang, Jin Liu, Hong-Dong Li, Yaowei Wang, Liqiang Nie and Min Zhang. [code]ACL 2025Representation-based Reward Modeling for Efficient Safety Alignment of Large Language Model, Qiyuan Deng, Xuefeng Bai✉, Kehai Chen, Yaowei Wang, Liqiang Nie, Min Zhang. [code]ACL 2025Benchmarking and Improving Large Vision-Language Models for Fundamental Visual Graph Understanding and Reasoning, Yingjie Zhu, Xuefeng Bai✉, Kehai Chen, Yang Xiang, Jun Yu, Min Zhang [code]ACL 2025Make Imagination Clearer! Stable Diffusion-based Visual Imagination for Multimodal Machine Translation, Andong Chen, Song Yuchen, Kehai Chen, Xuefeng Bai, Muyun Yang, Liqiang Nie, Jie Liu, Tiejun Zhao, Min zhang. [code]ACL 2025 (Findings)The Rise of Darkness: Safety-Utility Trade-Offs in Role-Playing Dialogue Agents, Yihong Tang, Kehai Chen, Xuefeng Bai, Zheng-Yu Niu, Bo Wang, Jie Liu, Min Zhang. [code]ACL 2025 (Findings)LinguaLIFT: An Effective Two-stage Instruction Tuning Framework for Low-Resource Language Tasks, Hongbin Zhang, Kehai Chen, Xuefeng Bai, Yang Xiang, Min Zhang. [code]ACL 2025 (Findings)LLM-based Translation Inference with Iterative Bilingual Understanding, Andong Chen, Kehai Chen, Yang Xiang, Xuefeng Bai, Muyun Yang, Yang Feng, Tiejun Zhao, Min zhang. [code]EMNLP 2024 (Findings)Question-guided Knowledge Graph Re-scoring and Injection for Knowledge Graph Question Answering, Yu Zhang, Kehai Chen, Xuefeng Bai, Zhao Kang, Quanjiang Guo and Min Zhang. [code]CoLM 2024See What LLMs Cannot Answer: A Self-Challenge Framework for Uncovering LLM Weaknesses, Yulong Chen, Yang Liu, Jianhao Yan, Xuefeng Bai, Ming Zhong, Yinghao Yang, Ziyi Yang, Chenguang Zhu, Yang Liu and Yue Zhang.-
ACL 2024 (Findings)Paying More Attention to Source Context: Mitigating Unfaithful Translations from Large Language Models, Hongbin Zhang, Kehai Chen, Xuefeng Bai, Yang Xiang and Min Zhang. [code] ACL 2024DUAL-REFLECT: Enhancing Large Language Models for Reflective Translation through Dual Learning Feedback Mechanisms, Andong Chen, Lianzhang Lou, Kehai Chen, Xuefeng Bai, Yang Xiang, Muyun Yang, Tiejun Zhao and Min Zhang. [code]
[Representative work on Fundamental NLP]
ACL 2022Graph-pretraining for AMR Parsing and Generation, Xuefeng Bai, Yulong Chen and Yue Zhang. [code]
ACL 2021Semantic Representation for Dialogue Modeling, Xuefeng Bai, Yulong Chen, Linfeng Song and Yue Zhang. [code]EMNLP 2022Cross-domain Generalization for AMR Parsing, Xuefeng Bai, Sen Yang, Leyang Cui, Linfeng Song and Yue Zhang. [code]COLING 2022Semantic-based Pre-training for Dialogue Understanding, Xuefeng Bai, Yulong Chen, Linfeng Song and Yue Zhang. [code]EMNLP 2020Online back-parsing for AMR-to-text generation, Xuefeng Bai, Linfeng Song and Yue Zhang. [code]