NLPExplorer

Songyang Gao

Number of Papers:- 12

Number of Citations:- 0

First ACL Paper:- 2022

Latest ACL Paper:- 2024

Venues:-

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EMNLP

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ACL

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COLING

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Co-Authors:-

Caishuang Huang

Similar Authors:-

Navigating the OverKill in Large Language Models ACL

Chenyu Shi | Xiao Wang | Qiming Ge | Songyang Gao | Xianjun Yang | Tao Gui | Qi Zhang | Xuanjing Huang | Xun Zhao | Dahua Lin |

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 |

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 |

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 |

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 |

Self-Polish: Enhance Reasoning in Large Language Models via Problem Refinement F i n d i n g s - E M N L P

Zhiheng Xi | Senjie Jin | Yuhao Zhou | Rui Zheng | Songyang Gao | Jia Liu | Tao Gui | Qi Zhang | Xuanjing Huang |

On the Universal Adversarial Perturbations for Efficient Data-free Adversarial Detection F i n d i n g s - A C L

SongYang Gao | Shihan Dou | Qi Zhang | Xuanjing Huang | Jin Ma | Ying Shan |

RealBehavior: A Framework for Faithfully Characterizing Foundation Models’ Human-like Behavior Mechanisms F i n d i n g s - E M N L P

Enyu Zhou | Rui Zheng | Zhiheng Xi | Songyang Gao | Xiaoran Fan | Zichu Fei | Jingting Ye | Tao Gui | Qi Zhang | Xuanjing Huang |

Farewell to Aimless Large-scale Pretraining: Influential Subset Selection for Language Model F i n d i n g s - A C L

Xiao Wang | Weikang Zhou | Qi Zhang | Jie Zhou | SongYang Gao | Junzhe Wang | Menghan Zhang | Xiang Gao | Yun Wen Chen | Tao Gui |

DSRM: Boost Textual Adversarial Training with Distribution Shift Risk Minimization ACL

SongYang Gao | Shihan Dou | Yan Liu | Xiao Wang | Qi Zhang | Zhongyu Wei | Jin Ma | Ying Shan |

Decorrelate Irrelevant, Purify Relevant: Overcome Textual Spurious Correlations from a Feature Perspective COLING

Shihan Dou | Rui Zheng | Ting Wu | SongYang Gao | Junjie Shan | Qi Zhang | Yueming Wu | Xuanjing Huang |

Kernel-Whitening: Overcome Dataset Bias with Isotropic Sentence Embedding EMNLP

SongYang Gao | Shihan Dou | Qi Zhang | Xuanjing Huang |

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