VisualMRC: Machine Reading Comprehension on Document Images

27 January 2021

Papers citing "VisualMRC: Machine Reading Comprehension on Document Images"

20 / 20 papers shown

Title
GDI-Bench: A Benchmark for General Document Intelligence with Vision and Reasoning Decoupling Siqi Li Yufan Shen Xiangnan Chen Jiayi Chen Hengwei Ju ... Licheng Wen Botian Shi Y. Liu Xinyu Cai Yu Qiao VLM ELM 89 0 0 30 Apr 2025
MLLM-Selector: Necessity and Diversity-driven High-Value Data Selection for Enhanced Visual Instruction Tuning Yiwei Ma Guohai Xu Xiaoshuai Sun Jiayi Ji Jie Lou Debing Zhang Rongrong Ji 90 0 0 26 Mar 2025
LiGT: Layout-infused Generative Transformer for Visual Question Answering on Vietnamese Receipts Thanh-Phong Le Trung Le Chi Phan Nghia Hieu Nguyen Kiet Van Nguyen ViT 44 0 0 26 Feb 2025
M2-omni: Advancing Omni-MLLM for Comprehensive Modality Support with Competitive Performance Qingpei Guo Kaiyou Song Zipeng Feng Ziping Ma Qinglong Zhang ... Yunxiao Sun Tai-WeiChang Jingdong Chen Ming Yang Jun Zhou MLLM VLM 82 3 0 26 Feb 2025
Granite Vision: a lightweight, open-source multimodal model for enterprise Intelligence Granite Vision Team Leonid Karlinsky Assaf Arbelle Abraham Daniels A. Nassar ... Sriram Raghavan T. Syeda-Mahmood Peter W. J. Staar Tal Drory Rogerio Feris VLM AI4TS 109 0 0 14 Feb 2025
AuroraCap: Efficient, Performant Video Detailed Captioning and a New Benchmark Wenhao Chai Enxin Song Y. Du Chenlin Meng Vashisht Madhavan Omer Bar-Tal Jeng-Neng Hwang Saining Xie Christopher D. Manning 3DV 82 25 0 04 Oct 2024
On Efficient Language and Vision Assistants for Visually-Situated Natural Language Understanding: What Matters in Reading and Reasoning Geewook Kim Minjoon Seo VLM 34 2 0 17 Jun 2024
Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models Byung-Kwan Lee Chae Won Kim Beomchan Park Yonghyun Ro MLLM LRM 27 17 0 24 May 2024
PDF-MVQA: A Dataset for Multimodal Information Retrieval in PDF-based Visual Question Answering Yihao Ding Kaixuan Ren Jiabin Huang Siwen Luo S. Han 35 1 0 19 Apr 2024
ViTextVQA: A Large-Scale Visual Question Answering Dataset for Evaluating Vietnamese Text Comprehension in Images Quan Van Nguyen Dan Quang Tran Huy Quang Pham Thang Kien-Bao Nguyen Nghia Hieu Nguyen Kiet Van Nguyen N. Nguyen CoGe 37 3 0 16 Apr 2024
Draw-and-Understand: Leveraging Visual Prompts to Enable MLLMs to Comprehend What You Want Weifeng Lin Xinyu Wei Ruichuan An Peng Gao Bocheng Zou Yulin Luo Siyuan Huang Shanghang Zhang Hongsheng Li VLM 61 33 0 29 Mar 2024
RJUA-MedDQA: A Multimodal Benchmark for Medical Document Question Answering and Clinical Reasoning Congyun Jin Ming Zhang Xiaowei Ma Yujiao Li Yingbo Wang ... Chenfei Chi Xiangguo Lv Fangzhou Li Wei Xue Yiran Huang LM&MA 25 2 0 19 Feb 2024
SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models Chris Liu Renrui Zhang Longtian Qiu Siyuan Huang Weifeng Lin ... Hao Shao Pan Lu Hongsheng Li Yu Qiao Peng Gao MLLM 126 107 0 08 Feb 2024
LLaVA-MoLE: Sparse Mixture of LoRA Experts for Mitigating Data Conflicts in Instruction Finetuning MLLMs Shaoxiang Chen Zequn Jie Lin Ma MoE 40 46 0 29 Jan 2024
MVBench: A Comprehensive Multi-modal Video Understanding Benchmark Kunchang Li Yali Wang Yinan He Yizhuo Li Yi Wang ... Jilan Xu Guo Chen Ping Luo Limin Wang Yu Qiao VLM MLLM 56 398 0 28 Nov 2023
Towards Complex Document Understanding By Discrete Reasoning Fengbin Zhu Wenqiang Lei Fuli Feng Chao Wang Haozhou Zhang Tat-Seng Chua 31 42 0 25 Jul 2022
V-Doc : Visual questions answers with Documents Yihao Ding Zhe Huang Runlin Wang Yanhang Zhang Xianru Chen Yuzhong Ma Hyunsuk Chung S. Han 19 15 0 27 May 2022
DocFormer: End-to-End Transformer for Document Understanding Srikar Appalaraju Bhavan A. Jasani Bhargava Urala Kota Yusheng Xie R. Manmatha ViT 25 270 0 22 Jun 2021
InfographicVQA Minesh Mathew Viraj Bagal Rubèn Pérez Tito Dimosthenis Karatzas Ernest Valveny C. V. Jawahar 22 202 0 26 Apr 2021
Unified Vision-Language Pre-Training for Image Captioning and VQA Luowei Zhou Hamid Palangi Lei Zhang Houdong Hu Jason J. Corso Jianfeng Gao MLLM VLM 250 927 0 24 Sep 2019