RAG / 检索增强生成

CRAG-MM: Multi-modal Multi-turn Comprehensive RAG Benchmark

Jiaqi Wang, Xiao Yang, Kai Sun, Parth Suresh, Sanat Sharma, Adam Czyzewski, Derek Andersen, Surya Appini, Arkav Banerjee, Sajal Choudhary, Shervin Ghasemlou, Ziqiang Guan, Akil Iyer, Haidar Khan, Lingkun Kong, Roy Luo, Tiffany Ma, Zhen Qiao, David Tran, Wenfang Xu, Skyler Yeatman, Chen Zhou, Gunveer Gujral, Yinglong Xia, Shane Moon, Nicolas Scheffer, Nirav Shah, Eun Chang, Yue Liu, Florian Metze, Tammy Stark, Zhaleh Feizollahi, Andrea Jessee, Mangesh Pujari, Ahmed Aly, Babak Damavandi, Rakesh Wanga, Anuj Kumar, Rohit Patel, Wen-tau Yih, Xin Luna Dong

机构 * Meta Reality Labs（Meta现实实验室） ； Meta Superintelligence Labs（Meta超智能实验室） ； FAIR, Meta（FAIR，Meta） ； Meta 纠错

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

SecureReviewer: Enhancing Large Language Models for Secure Code Review through Secure-aware Fine-tuning

Fang Liu, Simiao Liu, Yinghao Zhu, Xiaoli Lian, Li Zhang

机构 * 1 State Key Laboratory of Complex \& Critical Software Environment, School of Computer Science ； Engineering, Beihang University, China 纠错

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

Comments Accepted by ICSE 2026. Code and data: https://github.com/SIMIAO515/SecureReviewer

Symbolically Scaffolded Play: Designing Role-Sensitive Prompts for Generative NPC Dialogue

Vanessa Figueiredo, David Elumeze

机构 * ExplorAI, Department of Computer Science, University of Regina（ExplorAI，计算机科学系，里嘉大学） 纠错

专题命中 RAG评测 ：RAG(abstract)；分类 cs.AI