RAG / 检索增强生成

A Question Answering Dataset for Temporal-Sensitive Retrieval-Augmented Generation

Ziyang Chen, Erxue Min, Xiang Zhao, Yunxin Li, Xin Jia, Jinzhi Liao, Jichao Li, Shuaiqiang Wang, Baotian Hu, Dawei Yin

机构 * Laboratory for Big Data and Decision, National University of Defense Technology, Changsha, China（大数据与决策实验室，国防科技大学，长沙，中国） ； Baidu Inc., Beijing, China（百度公司，北京，中国） ； Department of Computer Science and Technology, Harbin Institute of Technology (Shenzhen), Shenzhen, China（计算机科学与技术系，哈尔滨工业大学（深圳），深圳，中国） 纠错

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

Comments 10 pages, 5 figures

WIP: Leveraging LLMs for Enforcing Design Principles in Student Code: Analysis of Prompting Strategies and RAG

Dhruv Kolhatkar, Soubhagya Akkena, Edward F. Gehringer

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

Comments Accepted for presentation at the Frontiers in Education Conference, Nashville, Tennessee, USA, 2-5 November 2025

RRRA: Resampling and Reranking through a Retriever Adapter

Bongsu Kim

机构 * Bongsu Kim 纠错

专题命中 检索器与排序 ：retriever(title)；dense retrieval(abstract)；分类 cs.IR、cs.AI

Comments 8 pages, 4 figures, submitted to AAAI 2026

QuarkMed Medical Foundation Model Technical Report

Ao Li, Bin Yan, Bingfeng Cai, Chenxi Li, Cunzhong Zhao, Fugen Yao, Gaoqiang Liu, Guanjun Jiang, Jian Xu, Liang Dong, Liansheng Sun, Rongshen Zhang, Xiaolei Gui, Xin Liu, Xin Shang, Yao Wu, Yu Cao, Zhenxin Ma, Zhuang Jia

机构 * Quark Medical Team, Alibaba Group（阿里集团量子医疗团队） 纠错

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

Comments 20 pages

Sparse Attention across Multiple-context KV Cache

Ziyi Cao, Qingyi Si, Jingbin Zhang, Bingquan Liu

机构 * Huawei（华为） 纠错

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

AutoChemSchematic AI: Agentic Physics-Aware Automation for Chemical Manufacturing Scale-Up

Sakhinana Sagar Srinivas, Shivam Gupta, Venkataramana Runkana

机构 * Tata Research Development（塔塔研究发展） ； Design Center, Bangalore（设计中心，班加罗尔） 纠错

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

LoRA-Augmented Generation (LAG) for Knowledge-Intensive Language Tasks

William Fleshman, Benjamin Van Durme

专题命中 知识库问答 ：retrieval-augmented generation(abstract)；RAG(abstract)；分类 cs.CL、cs.AI

Q-FSRU: Quantum-Augmented Frequency-Spectral Fusion for Medical Visual Question Answering

Rakesh Thakur, Yusra Tariq

机构 * Amity Centre for Artificial Intelligence, Amity University, Noida（阿米蒂人工智能中心，阿米蒂大学，诺伊达） 纠错

专题命中 知识库问答 ：retrieval-augmented generation(abstract)；RAG(abstract)；分类 cs.AI

Comments 8 pages, 4 figures Submitted to AAAI 26

SimInterview: Transforming Business Education through Large Language Model-Based Simulated Multilingual Interview Training System

Truong Thanh Hung Nguyen, Tran Diem Quynh Nguyen, Hoang Loc Cao, Thi Cam Thanh Tran, Thi Cam Mai Truong, Hung Cao

机构 * Analytics Everywhere Lab, University of New Brunswick, Canada（新不伦瑞克大学分析 everywhere 实验室） ； University of Foreign Language Studies, University of Danang, Vietnam（越南丹绒大学外语学院） ； Faculty of Information Technology, University of Science, VNU-HCM, Vietnam（越南胡志明市大学信息科技学院） ； Faculty of Economics and Accounting, Quy Nhon University, Vietnam（越南奎隆大学经济与会计学院） ； Faculty of Natural Sciences, Quy Nhon University, Vietnam（越南奎隆大学自然科学学院） 纠错

专题命中 长文档RAG ：retrieval-augmented generation(abstract)；RAG(abstract)；分类 cs.AI

Comments Published as a conference paper at ICEFM 2025

Semantic Anchoring in Agentic Memory: Leveraging Linguistic Structures for Persistent Conversational Context

Maitreyi Chatterjee, Devansh Agarwal

机构 * Cornell University（康奈尔大学） 纠错

专题命中 图谱与结构化RAG ：retrieval-augmented generation(abstract)；RAG(abstract)；分类 cs.CL

Comments Paper is currently in peer review