AI 大模型

RAG / 检索增强生成

检索增强生成、向量检索、知识库问答和面向大模型的搜索系统。

2025-08-04 至 2025-08-04 共收录 6 篇信号源：cs.IR, cs.CL, cs.AI, cs.DB

1. 检索器与排序 3 篇

2508.00476 2025-08-04 cs.CL 83%

GETALP@AutoMin 2025: Leveraging RAG to Answer Questions based on Meeting Transcripts

Jeongwoo Kang, Markarit Vartampetian, Felix Herron, Yongxin Zhou, Diandra Fabre, Gabriela Gonzalez-Saez

机构 * Univ. Grenoble Alpes, CNRS, Grenoble INP, LIG（格勒诺布尔阿尔卑斯大学、国家科学研究中心、格勒诺布尔理工大学、LIG实验室）

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

2508.00478 2025-08-04 cs.CR cs.AI 70%

CyGATE: Game-Theoretic Cyber Attack-Defense Engine for Patch Strategy Optimization

Yuning Jiang, Nay Oo, Qiaoran Meng, Lu Lin, Dusit Niyato, Zehui Xiong, Hoon Wei Lim, Biplab Sikdar

机构 * National University of Singapore（新加坡国立大学）； Nanyang Technological University（南洋理工大学）； Queen's University Belfast（女王大学贝尔法斯特分校）

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

2503.21760 2025-08-04 cs.CL 57%

MemInsight: Autonomous Memory Augmentation for LLM Agents

Rana Salama, Jason Cai, Michelle Yuan, Anna Currey, Monica Sunkara, Yi Zhang, Yassine Benajiba

机构 * AWS AI（AWS人工智能）

专题命中检索器与排序：RAG(abstract)；分类 cs.CL

2. 向量检索 1 篇

2505.05885 2025-08-04 cs.DB cs.IR 81%

Cost-Effective, Low Latency Vector Search with Azure Cosmos DB

Nitish Upreti, Harsha Vardhan Simhadri, Hari Sudan Sundar, Krishnan Sundaram, Samer Boshra, Balachandar Perumalswamy, Shivam Atri, Martin Chisholm, Revti Raman Singh, Greg Yang, Tamara Hass, Nitesh Dudhey, Subramanyam Pattipaka, Mark Hildebrand, Magdalen Manohar, Jack Moffitt, Haiyang Xu, Naren Datha, Suryansh Gupta, Ravishankar Krishnaswamy, Prashant Gupta, Abhishek Sahu, Hemeswari Varada, Sudhanshu Barthwal, Ritika Mor, James Codella, Shaun Cooper, Kevin Pilch, Simon Moreno, Aayush Kataria, Santosh Kulkarni, Neil Deshpande, Amar Sagare, Dinesh Billa, Zishan Fu, Vipul Vishal

专题命中向量检索：vector search(title,abstract)；分类 cs.IR、cs.DB

3. 图谱与结构化RAG 1 篇

2406.06566 2025-08-04 cs.CL cs.AI cs.LG 73%

Natural Language Interaction with a Household Electricity Knowledge-based Digital Twin

Carolina Fortuna, Vid Hanžel, Blaž Bertalanič

机构 * 1 Department of Communication Systems, Jo z ef Stefan Institute, Slovenia ； Jozef Stefan Institute, Ljubljana, Slovenia

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

Comments Accepted at IEEE SmartGridComm'24

4. RAG评测 1 篇

2508.00602 2025-08-04 cs.CR cs.AI cs.LG 70%

LeakSealer: A Semisupervised Defense for LLMs Against Prompt Injection and Leakage Attacks

Francesco Panebianco, Stefano Bonfanti, Francesco Trovò, Michele Carminati

机构 * Politecnico di Milano（米兰理工学院）

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

Comments 22 pages, preprint