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2020 – today
- 2025
[c3]Jie Zeng, Qianyu He, Qingyu Ren, Jiaqing Liang, Weikang Zhou, Zeye Sun, Fei Yu, Yanghua Xiao:
Order Matters: Investigate the Position Bias in Multi-constraint Instruction Following. ACL (Findings) 2025: 12479-12492- [c2]Qingyu Ren, Jie Zeng, Qianyu He, Jiaqing Liang, Yanghua Xiao, Weikang Zhou, Zeye Sun, Fei Yu:
Step-by-Step Mastery: Enhancing Soft Constraint Following Ability of Large Language Models. ACL (Findings) 2025: 19581-19596 - [i8]Qingyu Ren, Jie Zeng, Qianyu He, Jiaqing Liang, Yanghua Xiao, Weikang Zhou, Zeye Sun, Fei Yu:
Step-by-Step Mastery: Enhancing Soft Constraint Following Ability of Large Language Models. CoRR abs/2501.04945 (2025) - [i7]Jie Zeng, Qianyu He, Qingyu Ren, Jiaqing Liang, Yanghua Xiao, Weikang Zhou, Zeye Sun, Fei Yu:
Order Matters: Investigate the Position Bias in Multi-constraint Instruction Following. CoRR abs/2502.17204 (2025) - [i6]Qianxi He, Qianyu He, Jiaqing Liang, Yanghua Xiao, Weikang Zhou, Zeye Sun, Fei Yu:
Order Doesn't Matter, But Reasoning Does: Training LLMs with Order-Centric Augmentation. CoRR abs/2502.19907 (2025) - [i5]Qingyu Ren, Qianyu He, Bowei Zhang, Jie Zeng, Jiaqing Liang, Yanghua Xiao, Weikang Zhou, Zeye Sun, Fei Yu:
Beyond the Trade-off: Self-Supervised Reinforcement Learning for Reasoning Models' Instruction Following. CoRR abs/2508.02150 (2025) - [i4]Jinyi Han, Xinyi Wang, Haiquan Zhao, Tingyun Li, Zishang Jiang, Sihang Jiang, Jiaqing Liang, Xin Lin, Weikang Zhou, Zeye Sun, Fei Yu, Yanghua Xiao:
A Stitch in Time Saves Nine: Proactive Self-Refinement for Language Models. CoRR abs/2508.12903 (2025) - [i3]Jinyi Han, Ying Huang, Ying Liao, Zishang Jiang, Xikun Lu, Haiquan Zhao, Xinyi Wang, Guanghao Zhou, Sihang Jiang, Jiaqing Liang, Weikang Zhou, Zeye Sun, Fei Yu, Yanghua Xiao:
Your Models Have Thought Enough: Training Large Reasoning Models to Stop Overthinking. CoRR abs/2509.23392 (2025) - 2024
- [i2]Shiming Xie, Hong Chen, Fred Yu, Zeye Sun, Xiuyu Wu, Yingfan Hu:
Minor DPO reject penalty to increase training robustness. CoRR abs/2408.09834 (2024) - [i1]Shiming Xie, Hong Chen, Fred Yu, Zeye Sun, Xiuyu Wu:
Minor SFT loss for LLM fine-tune to increase performance and reduce model deviation. CoRR abs/2408.10642 (2024) - 2023
- [c1]Long Ma, Zeye Sun, Jiawei Jiang, Xuan Li:
PAI at SemEval-2023 Task 4: A General Multi-label Classification System with Class-balanced Loss Function and Ensemble Module. SemEval@ACL 2023: 256-261
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