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。

2025-10-06 至 2025-10-06 共收录 4 篇信号源：cs.IR, cs.CL, cs.AI, cs.DB

1. RAG评测 4 篇

2510.02549 2025-10-06 cs.CL cs.AI 84%

Knowledge-Graph Based RAG System Evaluation Framework

Sicheng Dong, Vahid Zolfaghari, Nenad Petrovic, Alois Knoll

机构 * Technical University of Munich, Robotics, Artificial Intelligence and Embedded Systems（慕尼黑技术大学，机器人，人工智能与嵌入式系统）

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

2502.11400 2025-10-06 cs.CL 83%

On the Diminishing Returns of Complex Robust RAG Training in the Era of Powerful LLMs

Hanxing Ding, Shuchang Tao, Liang Pang, Zihao Wei, Liwei Chen, Kun Xu, Huawei Shen, Xueqi Cheng

机构 * State Key Laboratory of AI Safety, Institute of Computing Technology, Chinese Academy of Sciences（人工智能安全国家重点实验室，计算技术研究所，中国科学院）； Tongyi Lab, Alibaba Group（通义实验室，阿里巴巴集团）； Institute of Computing Technology（计算技术研究所）

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

Comments Accepted at SIGIR-AP 2025

2510.02653 2025-10-06 cs.AI cs.IR 73%

Geolog-IA: Conversational System for Academic Theses

Micaela Fuel Pozo, Andrea Guatumillo Saltos, Yeseña Tipan Llumiquinga, Kelly Lascano Aguirre, Marilyn Castillo Jara, Christian Mejia-Escobar

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

Comments 17 pages, in Spanish language

2510.02347 2025-10-06 cs.CL cs.AI 73%

Small Language Models for Curriculum-based Guidance

Konstantinos Katharakis, Sippo Rossi, Raghava Rao Mukkamala

机构 * Copenhagen Business School（哥本哈根商学院）； Hanken School of Economics（汉肯经济学院）

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