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。

2025-10-24 至 2025-10-24 共收录 2 篇信号源：cs.IR, cs.CL, cs.AI, cs.DB

1. RAG评测 2 篇

2502.09933 2025-10-24 cs.AI cs.CL cs.LG 73%

MIR-Bench: Can Your LLM Recognize Complicated Patterns via Many-Shot In-Context Reasoning?

Kai Yan, Zhan Ling, Kang Liu, Yifan Yang, Ting-Han Fan, Lingfeng Shen, Zhengyin Du, Jiecao Chen

机构 * University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校）

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

Comments 39 pages, 11 figures. The paper is accepted at NeurIPS 2025 Datasets & Benchmarks Track, and the latest version adds modifications in camera-ready

2505.14101 2025-10-24 cs.CL 57%

MultiHal: Multilingual Dataset for Knowledge-Graph Grounded Evaluation of LLM Hallucinations

Ernests Lavrinovics, Russa Biswas, Katja Hose, Johannes Bjerva

机构 * Department of Computer Science, Aalborg University（计算机科学系，奥胡斯大学）； Institute of Logic and Computation, TU Wien（逻辑与计算研究所，维也纳技术大学）

专题命中 RAG评测：RAG(abstract)；分类 cs.CL