Self-Demos: Eliciting Out-of-Demonstration Generalizability in Large Language Models F i n d i n g s - N A A C L

Wei He | Shichun Liu | Jun Zhao | Yiwen Ding | Yi Lu | Zhiheng Xi | Tao Gui | Qi Zhang | Xuanjing Huang |

StepCoder: Improving Code Generation with Reinforcement Learning from Compiler Feedback ACL

Shihan Dou | Yan Liu | Haoxiang Jia | Enyu Zhou | Limao Xiong | Junjie Shan | Caishuang Huang | Xiao Wang | Xiaoran Fan | Zhiheng Xi | Yuhao Zhou | Tao Ji | Rui Zheng | Qi Zhang | Tao Gui | Xuanjing Huang |

LoRAMoE: Alleviating World Knowledge Forgetting in Large Language Models via MoE-Style Plugin ACL

Shihan Dou | Enyu Zhou | Yan Liu | Songyang Gao | Wei Shen | Limao Xiong | Yuhao Zhou | Xiao Wang | Zhiheng Xi | Xiaoran Fan | Shiliang Pu | Jiang Zhu | Rui Zheng | Tao Gui | Qi Zhang | Xuanjing Huang |

Reward Modeling Requires Automatic Adjustment Based on Data Quality F i n d i n g s - E M N L P

Binghai Wang | Rui Zheng | Lu Chen | Zhiheng Xi | Wei Shen | Yuhao Zhou | Dong Yan | Tao Gui | Qi Zhang | Xuanjing Huang |

Improving Discriminative Capability of Reward Models in RLHF Using Contrastive Learning EMNLP

Lu Chen | Rui Zheng | Binghai Wang | Senjie Jin | Caishuang Huang | Junjie Ye | Zhihao Zhang | Yuhao Zhou | Zhiheng Xi | Tao Gui | Qi Zhang | Xuanjing Huang |

Inverse-Q*: Token Level Reinforcement Learning for Aligning Large Language Models Without Preference Data F i n d i n g s - E M N L P

Han Xia | Songyang Gao | Qiming Ge | Zhiheng Xi | Qi Zhang | Xuanjing Huang |