RAG / 检索增强生成

Agentic RAG for Software Testing with Hybrid Vector-Graph and Multi-Agent Orchestration

Mohanakrishnan Hariharan, Satish Arvapalli, Seshu Barma, Evangeline Sheela

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

Judge's Verdict: A Comprehensive Analysis of LLM Judge Capability Through Human Agreement

Steve Han, Gilberto Titericz Junior, Tom Balough, Wenfei Zhou

机构 * NVIDIA Corporation（NVIDIA公司） 纠错

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

Comments 10 pages, 1 figure, 4 tables, under review as a conference paper at ICLR 2026

LegalWiz: A Multi-Agent Generation Framework for Contradiction Detection in Legal Documents

Ananya Mantravadi, Shivali Dalmia, Olga Pospelova, Abhishek Mukherji, Nand Dave, Anudha Mittal

机构 * Centific ； Amazon（亚马逊） 纠错

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

RefusalBench: Generative Evaluation of Selective Refusal in Grounded Language Models

Aashiq Muhamed, Leonardo F. R. Ribeiro, Markus Dreyer, Virginia Smith, Mona T. Diab

机构 * Carnegie Mellon University（卡内基梅隆大学） ； Amazon AGI（亚马逊人工智能研究院） 纠错

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