SELF-GUARD: Empower the LLM to Safeguard Itself NAACL

Zezhong Wang | Fangkai Yang | Lu Wang | Pu Zhao | Hongru Wang | Liang Chen | Qingwei Lin | Kam-Fai Wong |

Everything of Thoughts: Defying the Law of Penrose Triangle for Thought Generation F i n d i n g s - A C L

Ruomeng Ding | Chaoyun Zhang | Lu Wang | Yong Xu | Minghua Ma | Wei Zhang | Si Qin | Saravan Rajmohan | Qingwei Lin | Dongmei Zhang |

LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression F i n d i n g s - A C L

Zhuoshi Pan | Qianhui Wu | Huiqiang Jiang | Menglin Xia | Xufang Luo | Jue Zhang | Qingwei Lin | Victor Rühle | Yuqing Yang | Chin-Yew Lin | H. Vicky Zhao | Lili Qiu | Dongmei Zhang |

Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments F i n d i n g s - A C L

Sitao Cheng | Ziyuan Zhuang | Yong Xu | Fangkai Yang | Chaoyun Zhang | Xiaoting Qin | Xiang Huang | Ling Chen | Qingwei Lin | Dongmei Zhang | Saravan Rajmohan | Qi Zhang |

EfficientRAG: Efficient Retriever for Multi-Hop Question Answering EMNLP

Ziyuan Zhuang | Zhiyang Zhang | Sitao Cheng | Fangkai Yang | Jia Liu | Shujian Huang | Qingwei Lin | Saravan Rajmohan | Dongmei Zhang | Qi Zhang |

AutoRAG-HP: Automatic Online Hyper-Parameter Tuning for Retrieval-Augmented Generation F i n d i n g s - E M N L P

Jia Fu | Xiaoting Qin | Fangkai Yang | Lu Wang | Jue Zhang | Qingwei Lin | Yubo Chen | Dongmei Zhang | Saravan Rajmohan | Qi Zhang |