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ViDoRAG: Visual Document Retrieval-Augmented Generation via Dynamic Iterative Reasoning Agents

25 February 2025

Papers citing "ViDoRAG: Visual Document Retrieval-Augmented Generation via Dynamic Iterative Reasoning Agents"

20 / 20 papers shown

Title
VRAG-RL: Empower Vision-Perception-Based RAG for Visually Rich Information Understanding via Iterative Reasoning with Reinforcement Learning Qiuchen Wang Ruixue Ding Y. Zeng Zehui Chen Lin Yen-Chen Shihang Wang Pengjun Xie Fei Huang Feng Zhao VLM LRM 66 0 0 28 May 2025
VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents S. Yu C. Tang Bokai Xu Junbo Cui Junhao Ran ... Zhenghao Liu Shuo Wang Xu Han Zhiyuan Liu Maosong Sun VLM 174 36 0 14 Oct 2024
In Defense of RAG in the Era of Long-Context Language Models Tan Yu Anbang Xu Rama Akkiraju RALM 3DV 53 29 0 03 Sep 2024
MindSearch: Mimicking Human Minds Elicits Deep AI Searcher Zehui Chen Kuikun Liu Qiuchen Wang Jiangning Liu Wenwei Zhang Kai Chen Feng Zhao LLMAG 119 29 0 29 Jul 2024
Scaling Retrieval-Based Language Models with a Trillion-Token Datastore Rulin Shao Jacqueline He Akari Asai Weijia Shi Tim Dettmers Sewon Min Luke Zettlemoyer Pang Wei Koh RALM 78 25 0 09 Jul 2024
MMLongBench-Doc: Benchmarking Long-context Document Understanding with Visualizations Yubo Ma Yuhang Zang Liangyu Chen Meiqi Chen Yizhu Jiao ... Liangming Pan Yu-Gang Jiang Jiaqi Wang Yixin Cao Aixin Sun ELM RALM VLM 89 33 0 01 Jul 2024
Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA Minzheng Wang Longze Chen Cheng Fu Shengyi Liao Xinghua Zhang ... Run Luo Yunshui Li Min Yang Fei Huang Yongbin Li RALM 95 59 0 25 Jun 2024
LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs Ziyan Jiang Xueguang Ma Wenhu Chen RALM 91 59 0 21 Jun 2024
NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models Chankyu Lee Rajarshi Roy Mengyao Xu Jonathan Raiman Mohammad Shoeybi Bryan Catanzaro Ming-Yu Liu RALM 252 194 0 27 May 2024
BGE M3-Embedding: Multi-Lingual, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation Jianlv Chen Shitao Xiao Peitian Zhang Kun Luo Defu Lian Zheng Liu 636 429 0 05 Feb 2024
Sigmoid Loss for Language Image Pre-Training Xiaohua Zhai Basil Mustafa Alexander Kolesnikov Lucas Beyer CLIP VLM 226 1,150 0 27 Mar 2023
REPLUG: Retrieval-Augmented Black-Box Language Models Weijia Shi Sewon Min Michihiro Yasunaga Minjoon Seo Rich James M. Lewis Luke Zettlemoyer Wen-tau Yih RALM VLM KELM 137 638 0 30 Jan 2023
SlideVQA: A Dataset for Document Visual Question Answering on Multiple Images Ryota Tanaka Kyosuke Nishida Kosuke Nishida Taku Hasegawa Itsumi Saito Kuniko Saito 55 80 0 12 Jan 2023
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 429 2,876 0 06 Oct 2022
ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning Ahmed Masry Do Xuan Long J. Tan Shafiq Joty Enamul Hoque AIMat 132 680 0 19 Mar 2022
MetaICL: Learning to Learn In Context Sewon Min M. Lewis Luke Zettlemoyer Hannaneh Hajishirzi LRM 219 490 0 29 Oct 2021
DocVQA: A Dataset for VQA on Document Images Minesh Mathew Dimosthenis Karatzas C. V. Jawahar 142 739 0 01 Jul 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 817 42,055 0 28 May 2020
PlotQA: Reasoning over Scientific Plots Nitesh Methani Pritha Ganguly Mitesh M. Khapra Pratyush Kumar 107 235 0 03 Sep 2019
VQA: Visual Question Answering Aishwarya Agrawal Jiasen Lu Stanislaw Antol Margaret Mitchell C. L. Zitnick Dhruv Batra Devi Parikh CoGe 211 5,497 0 03 May 2015