RAG / 检索增强生成

QU-NLP at QIAS 2025 Shared Task: A Two-Phase LLM Fine-Tuning and Retrieval-Augmented Generation Approach for Islamic Inheritance Reasoning

Mohammad AL-Smadi

机构 * Qatar University（卡塔尔大学） 纠错

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

MV-RAG: Retrieval Augmented Multiview Diffusion

Yosef Dayani, Omer Benishu, Sagie Benaim

机构 * Hebrew University of Jerusalem（耶路撒冷希伯来大学） 纠错

专题命中 检索器与排序 ：RAG(title,abstract)；分类 cs.AI

Comments Project page: https://yosefdayani.github.io/MV-RAG

Agentic AI Empowered Multi-UAV Trajectory Optimization in Low-Altitude Economy Networks

Feibo Jiang, Li Dong, Xitao Pan, Kezhi Wang, Cunhua Pan

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

Research on intelligent generation of structural demolition suggestions based on multi-model collaboration

Zhifeng Yang, Peizong Wu

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

CROP: Circuit Retrieval and Optimization with Parameter Guidance using LLMs

Jingyu Pan, Isaac Jacobson, Zheng Zhao, Tung-Chieh Chen, Guanglei Zhou, Chen-Chia Chang, Vineet Rashingkar, Yiran Chen

机构 * Electrical and Computer Engineering, Duke University（电气与计算机工程系，杜克大学） ； Synopsys Inc.（Synopsys公司） 纠错

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

Comments Accepted by ICCAD 2025

ALAS: Autonomous Learning Agent for Self-Updating Language Models

Dhruv Atreja

机构 * Dhruv Atreja（独立研究者） 纠错

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

MedCoT-RAG: Causal Chain-of-Thought RAG for Medical Question Answering

Ziyu Wang, Elahe Khatibi, Amir M. Rahmani

机构 * University of California, Irvine（加州大学 Irvine 分校） 纠错

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

NitiBench: A Comprehensive Study of LLM Framework Capabilities for Thai Legal Question Answering

Pawitsapak Akarajaradwong, Pirat Pothavorn, Chompakorn Chaksangchaichot, Panuthep Tasawong, Thitiwat Nopparatbundit, Keerakiat Pratai, Sarana Nutanong

机构 * VISAI AI（VISAI人工智能） ； Vidyasirimedhi Institute of Science and Technology（维达亚西米德希科学与技术研究院） ； Faculty of Law, Thammasat University（朱拉隆功大学法学院） 纠错

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

MINTQA: A Multi-Hop Question Answering Benchmark for Evaluating LLMs on New and Tail Knowledge

Jie He, Nan Hu, Wanqiu Long, Jiaoyan Chen, Jeff Z. Pan

机构 * School of Informatics, University of Edinburgh, UK（爱丁堡大学信息学院） ； Southeast University, Nanjing, Jiangsu, China（东南大学） ； University of Manchester, UK（曼彻斯特大学） 纠错

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

Using LLMs and Essence to Support Software Practice Adoption

Sonia Nicoletti, Paolo Ciancarini

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

PrivComp-KG : Leveraging Knowledge Graph and Large Language Models for Privacy Policy Compliance Verification

Leon Garza, Lavanya Elluri, Anantaa Kotal, Aritran Piplai, Deepti Gupta, Anupam Joshi

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

Meet Your New Client: Writing Reports for AI -- Benchmarking Information Loss in Market Research Deliverables

Paul F. Simmering, Benedikt Schulz, Oliver Tabino, Georg Wittenburg

机构 * Agentur für Forschung GmbH（研究机构） ； Inspirient GmbH（研究机构） 纠错

专题命中 RAG评测 ：retrieval-augmented generation(abstract)；RAG(abstract)；分类 cs.CL

Comments 16 pages, 4 figures, 3 tables