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。

2025-11-17 至 2025-11-17 共收录 10 篇信号源：cs.IR, cs.CL, cs.AI, cs.DB

1. 检索器与排序 5 篇

2502.17506 2025-11-17 cs.LG cs.AI 85%

RAG-Enhanced Collaborative LLM Agents for Drug Discovery

Namkyeong Lee, Edward De Brouwer, Ehsan Hajiramezanali, Tommaso Biancalani, Chanyoung Park, Gabriele Scalia

机构 * Genentech（基因泰克）

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

Comments Machine Learning, Drug Discovery

2511.10787 2025-11-17 cs.CL 70%

Sabiá: Um Chatbot de Inteligência Artificial Generativa para Suporte no Dia a Dia do Ensino Superior

Guilherme Biava Rodrigues, Franciele Beal, Marlon Marcon, Alinne Cristinne Corrêa Souza, André Roberto Ortoncelli, Francisco Carlos Monteiro Souza, Rodolfo Adamshuk Silva

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

Comments Accepte for publishing in SBIE2025, in Portuguese language

2511.10879 2025-11-17 cs.CL cs.LG 57%

ICX360: In-Context eXplainability 360 Toolkit

Dennis Wei, Ronny Luss, Xiaomeng Hu, Lucas Monteiro Paes, Pin-Yu Chen, Karthikeyan Natesan Ramamurthy, Erik Miehling, Inge Vejsbjerg, Hendrik Strobelt

机构 * IBM Research（IBM研究院）

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

Comments 14 pages, 4 figures

2511.11411 2025-11-17 cs.SE cs.CR 50%

SCRUTINEER: Detecting Logic-Level Usage Violations of Reusable Components in Smart Contracts

Xingshuang Lin, Binbin Zhao, Jinwen Wang, Qinge Xie, Xibin Zhao, Shouling Ji

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

2511.11035 2025-11-17 cs.MA 50%

GraphMASAL: A Graph-based Multi-Agent System for Adaptive Learning

Biqing Zeng, Mengquan Liu, Zongwei Zhen

专题命中检索器与排序：dense retrieval(abstract)

Comments 9 pages, 3 figures,submitted to AAMAS 2026

2. 图谱与结构化RAG 4 篇

2511.10652 2025-11-17 cs.CL cs.AI cs.HC cs.LG 73%

Cognitively-Inspired Episodic Memory Architectures for Accurate and Efficient Character AI

Rafael Arias Gonzalez, Steve DiPaola

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

Comments 25 pages

2508.18123 2025-11-17 cs.DB cs.AR cs.DC cs.SC 70%

Views: a hardware-friendly graph database model for storing semantic information

Yanjun Yang, Adrian Wheeldon, Yihan Pan, Themis Prodromakis, Alex Serb

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

2509.24037 2025-11-17 cs.CR 67%

Automated Vulnerability Validation and Verification: A Large Language Model Approach

Alireza Lotfi, Charalampos Katsis, Elisa Bertino

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

2509.07733 2025-11-17 cs.AI 57%

The Carbon Footprint Wizard: A Knowledge-Augmented AI Interface for Streamlining Food Carbon Footprint Analysis

Mustafa Kaan Aslan, Reinout Heijungs, Filip Ilievski

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

3. RAG评测 1 篇

2509.00765 2025-11-17 cs.CL 57%

Decomposing and Revising What Language Models Generate

Zhichao Yan, Jiaoyan Chen, Jiapu Wang, Xiaoli Li, Ru Li, Jeff Z. Pan

机构 * School of Computer and Information Technology, Shanxi University, Taiyuan, China（计算机与信息科技学院，山西大学，太原，中国）； Department of Computer Science, University of Manchester, Manchester, England（计算机科学系，曼彻斯特大学，曼彻斯特，英国）； Beijing University of Technology, Beijing, China（北京理工大学，北京，中国）； Singapore University of Technology and Design（新加坡科技与设计大学）； ILCC, School of Informatics, University of Edinburgh, Edinburgh, England（ILCC，信息学院，爱丁堡大学，爱丁堡，英国）

专题命中 RAG评测：retriever(abstract)；分类 cs.CL