QueryAgent: A Reliable and Efficient Reasoning Framework with Environmental Feedback based Self-Correction ACL

Xiang Huang | Sitao Cheng | Shanshan Huang | Jiayu Shen | Yong Xu | Chaoyun Zhang | Yuzhong Qu |

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 |