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RAG / 检索增强生成

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2025-10-07 至 2025-10-07 共收录 4 篇信号源：cs.IR, cs.CL, cs.AI, cs.DB

1. 多模态RAG 4 篇

2510.04145 2025-10-07 cs.CV cs.CL cs.IR 84%

Automating construction safety inspections using a multi-modal vision-language RAG framework

Chenxin Wang, Elyas Asadi Shamsabadi, Zhaohui Chen, Luming Shen, Alireza Ahmadian Fard Fini, Daniel Dias-da-Costa

专题命中多模态RAG ：RAG(title,abstract)；retrieval-augmented generation(abstract)；分类 cs.IR、cs.CL

Comments 33 pages, 11 figures, 7 tables

2510.04536 2025-10-07 cs.GR cs.AI cs.CV 83%

3Dify: a Framework for Procedural 3D-CG Generation Assisted by LLMs Using MCP and RAG

Shun-ichiro Hayashi, Daichi Mukunoki, Tetsuya Hoshino, Satoshi Ohshima, Takahiro Katagiri

机构 * Graduate School of Informatics（信息科学研究生学校）； Nagoya University（名古屋大学）； Research Institute for Information Technology（信息科学技术研究所）

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

2510.03458 2025-10-07 cs.CL 70%

Omni-Embed-Nemotron: A Unified Multimodal Retrieval Model for Text, Image, Audio, and Video

Mengyao Xu, Wenfei Zhou, Yauhen Babakhin, Gabriel Moreira, Ronay Ak, Radek Osmulski, Bo Liu, Even Oldridge, Benedikt Schifferer

机构 * NVIDIA

专题命中多模态RAG ：retrieval-augmented generation(abstract)；RAG(abstract)；分类 cs.CL

2505.10610 2025-10-07 cs.CV cs.CL 57%

MMLongBench: Benchmarking Long-Context Vision-Language Models Effectively and Thoroughly

Zhaowei Wang, Wenhao Yu, Xiyu Ren, Jipeng Zhang, Yu Zhao, Rohit Saxena, Liang Cheng, Ginny Wong, Simon See, Pasquale Minervini, Yangqiu Song, Mark Steedman

机构 * CSE Department, HKUST（香港科技大学计算机科学与工程系）； Tencent AI Seattle Lab（腾讯AI西雅图实验室）； University of Edinburgh（爱丁堡大学）； NVIDIA AI Technology Center (NVAITC), NVIDIA, Santa Clara, USA（英伟达圣克拉拉人工智能技术中心）

专题命中多模态RAG ：RAG(abstract)；分类 cs.CL

Comments Accepted as a spotlight at NeurIPS 2025