RAG / 检索增强生成

Influence Guided Context Selection for Effective Retrieval-Augmented Generation

Jiale Deng, Yanyan Shen, Ziyuan Pei, Youmin Chen, Linpeng Huang

机构 * Shanghai Jiao Tong University（上海交通大学） 纠错

专题命中 检索器与排序 ：retrieval-augmented generation(title,abstract)；RAG(abstract)；分类 cs.CL、cs.AI

R3-RAG: Learning Step-by-Step Reasoning and Retrieval for LLMs via Reinforcement Learning

Yuan Li, Qi Luo, Xiaonan Li, Bufan Li, Qinyuan Cheng, Bo Wang, Yining Zheng, Yuxin Wang, Zhangyue Yin, Xipeng Qiu

机构 * School of Computer Science, Fudan University（复旦大学计算机学院） 纠错

专题命中 检索器与排序 ：RAG(title,abstract)；retrieval-augmented generation(abstract)；分类 cs.CL、cs.AI

InterpDetect: Interpretable Signals for Detecting Hallucinations in Retrieval-Augmented Generation

Likun Tan, Kuan-Wei Huang, Joy Shi, Kevin Wu

机构 * Pegasi AI, NYC（Pegasi AI，纽约市） 纠错

专题命中 检索器与排序 ：retrieval-augmented generation(title,abstract)；RAG(abstract)；分类 cs.CL

Marcel: A Lightweight and Open-Source Conversational Agent for University Student Support

Jan Trienes, Anastasiia Derzhanskaia, Roland Schwarzkopf, Markus Mühling, Jörg Schlötterer, Christin Seifert

机构 * Marburg University（马尔堡大学） 纠错

专题命中 检索器与排序 ：retrieval-augmented generation(abstract)；retriever(abstract)；hybrid retrieval(abstract)；分类 cs.CL

Comments Accepted at EMNLP 2025 (System Demonstrations)

R2ComSync: Improving Code-Comment Synchronization with In-Context Learning and Reranking

Zhen Yang, Hongyi Lin, Xiao Yu, Jacky Wai Keung, Shuo Liu, Pak Yuen Patrick Chan, Yicheng Sun, Fengji Zhang

专题命中 检索器与排序 ：hybrid retrieval(abstract)