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 |

ToolSword: Unveiling Safety Issues of Large Language Models in Tool Learning Across Three Stages ACL

Junjie Ye | Sixian Li | Guanyu Li | Caishuang Huang | Songyang Gao | Yilong Wu | Qi Zhang | Tao Gui | 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 |

RoTBench: A Multi-Level Benchmark for Evaluating the Robustness of Large Language Models in Tool Learning EMNLP

Junjie Ye | Yilong Wu | Songyang Gao | Caishuang Huang | Sixian Li | Guanyu Li | Xiaoran Fan | Qi Zhang | Tao Gui | Xuanjing Huang |

TransferTOD: A Generalizable Chinese Multi-Domain Task-Oriented Dialogue System with Transfer Capabilities EMNLP

Ming Zhang | Caishuang Huang | Yilong Wu | Shichun Liu | Huiyuan Zheng | Yurui Dong | Yujiong Shen | Shihan Dou | Jun Zhao | Junjie Ye | Qi Zhang | Tao Gui | Xuanjing Huang |