DocFormerv2: Local Features for Document Understanding

2 June 2023

Papers citing "DocFormerv2: Local Features for Document Understanding"

31 / 31 papers shown

Title
DocVXQA: Context-Aware Visual Explanations for Document Question Answering Mohamed Ali Souibgui Changkyu Choi Andrey Barsky Kangsoo Jung Ernest Valveny Dimosthenis Karatzas 18 0 0 12 May 2025
Joint Extraction Matters: Prompt-Based Visual Question Answering for Multi-Field Document Information Extraction Mengsay Loem Taiju Hosaka 27 0 0 21 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 42 0 0 26 Feb 2025
PosterSum: A Multimodal Benchmark for Scientific Poster Summarization Rohit Saxena Pasquale Minervini Frank Keller VLM 64 0 0 24 Feb 2025
Code and Pixels: Multi-Modal Contrastive Pre-training for Enhanced Tabular Data Analysis Kankana Roy Lars Krämer Sebastian Domaschke Malik Haris Roland Aydin Fabian Isensee Martin Held 38 0 0 13 Jan 2025
NeurIPS 2023 Competition: Privacy Preserving Federated Learning Document VQA Marlon Tobaben Mohamed Ali Souibgui Rubèn Pérez Tito Khanh Nguyen Raouf Kerkouche ... Josep Lladós Ernest Valveny Antti Honkela Mario Fritz Dimosthenis Karatzas FedML 26 0 0 06 Nov 2024
μgat: Improving Single-Page Document Parsing by Providing Multi-Page Context Fabio Quattrini Carmine Zaccagnino Silvia Cascianelli Laura Righi Rita Cucchiara 23 1 0 28 Aug 2024
SynthDoc: Bilingual Documents Synthesis for Visual Document Understanding Chuanghao Ding Xuejing Liu Wei Tang Juan Li Xiaoliang Wang Rui Zhao Cam-Tu Nguyen Fei Tan 18 0 0 27 Aug 2024
Deep Learning based Visually Rich Document Content Understanding: A Survey Muhammad Ali Jean Lee Salman Khan 29 6 0 02 Aug 2024
VisFocus: Prompt-Guided Vision Encoders for OCR-Free Dense Document Understanding Ofir Abramovich Niv Nayman Sharon Fogel I. Lavi Ron Litman Shahar Tsiper Royee Tichauer Srikar Appalaraju Shai Mazor R. Manmatha VLM 25 3 0 17 Jul 2024
MindBench: A Comprehensive Benchmark for Mind Map Structure Recognition and Analysis Lei Chen Feng Yan Yujie Zhong Shaoxiang Chen Zequn Jie Lin Ma 34 3 0 03 Jul 2024
RAVEN: Multitask Retrieval Augmented Vision-Language Learning Varun Nagaraj Rao Siddharth Choudhary Aditya Deshpande R. Satzoda Srikar Appalaraju RALM VLM 35 4 0 27 Jun 2024
DocKylin: A Large Multimodal Model for Visual Document Understanding with Efficient Visual Slimming Jiaxin Zhang Wentao Yang Songxuan Lai Zecheng Xie Lianwen Jin 32 15 0 27 Jun 2024
DocParseNet: Advanced Semantic Segmentation and OCR Embeddings for Efficient Scanned Document Annotation Ahmad Mohammadshirazi Ali Nosrati Firoozsalari Mengxi Zhou Dheeraj Kulshrestha R. Ramnath 16 0 0 25 Jun 2024
DocGenome: An Open Large-scale Scientific Document Benchmark for Training and Testing Multi-modal Large Language Models Renqiu Xia Song Mao Xiangchao Yan Hongbin Zhou Bo Zhang ... Yongwei Wang Bin Wang Junchi Yan Fei Wu Yu Qiao 40 10 0 17 Jun 2024
Multimodal Adaptive Inference for Document Image Classification with Anytime Early Exiting Omar Hamed Souhail Bakkali Marie-Francine Moens Matthew Blaschko Jordy Van Landeghem 21 1 0 21 May 2024
Synthesize Step-by-Step: Tools, Templates and LLMs as Data Generators for Reasoning-Based Chart VQA Zhuowan Li Bhavan A. Jasani Peng Tang Shabnam Ghadar LRM 14 8 0 25 Mar 2024
TextMonkey: An OCR-Free Large Multimodal Model for Understanding Document Yuliang Liu Biao Yang Qiang Liu Zhang Li Zhiyin Ma Shuo Zhang Xiang Bai MLLM VLM 33 87 0 07 Mar 2024
Transformers and Language Models in Form Understanding: A Comprehensive Review of Scanned Document Analysis Abdelrahman Abdallah Daniel Eberharter Zoe Pfister Adam Jatowt 21 11 0 06 Mar 2024
Enhancing Vision-Language Pre-training with Rich Supervisions Yuan Gao Kunyu Shi Pengkai Zhu Edouard Belval Oren Nuriel Srikar Appalaraju Shabnam Ghadar Vijay Mahadevan Zhuowen Tu Stefano Soatto VLM CLIP 62 11 0 05 Mar 2024
InstructDoc: A Dataset for Zero-Shot Generalization of Visual Document Understanding with Instructions Ryota Tanaka Taichi Iki Kyosuke Nishida Kuniko Saito Jun Suzuki VLM 11 23 0 24 Jan 2024
GRAM: Global Reasoning for Multi-Page VQA Tsachi Blau Sharon Fogel Roi Ronen Alona Golts Roy Ganz Elad Ben Avraham Aviad Aberdam Shahar Tsiper Ron Litman 16 12 0 07 Jan 2024
DEED: Dynamic Early Exit on Decoder for Accelerating Encoder-Decoder Transformer Models Peng Tang Pengkai Zhu Tian Li Srikar Appalaraju Vijay Mahadevan R. Manmatha 26 7 0 15 Nov 2023
A Multi-Modal Multilingual Benchmark for Document Image Classification Yoshinari Fujinuma Siddharth Varia Nishant Sankaran Srikar Appalaraju Bonan Min Yogarshi Vyas VLM 8 4 0 25 Oct 2023
Enhancing BERT-Based Visual Question Answering through Keyword-Driven Sentence Selection Davide Napolitano Lorenzo Vaiani Luca Cagliero 17 1 0 13 Oct 2023
LMDX: Language Model-based Document Information Extraction and Localization Vincent Perot Kai Kang Florian Luisier Guolong Su Xiaoyu Sun ... Zifeng Wang Jiaqi Mu Hao Zhang Chen-Yu Lee Nan Hua 48 29 0 19 Sep 2023
Pix2Struct: Screenshot Parsing as Pretraining for Visual Language Understanding Kenton Lee Mandar Joshi Iulia Turc Hexiang Hu Fangyu Liu Julian Martin Eisenschlos Urvashi Khandelwal Peter Shaw Ming-Wei Chang Kristina Toutanova CLIP VLM 148 259 0 07 Oct 2022
XDoc: Unified Pre-training for Cross-Format Document Understanding Jingye Chen Tengchao Lv Lei Cui Changrong Zhang Furu Wei 48 11 0 06 Oct 2022
PreSTU: Pre-Training for Scene-Text Understanding Jihyung Kil Soravit Changpinyo Xi Chen Hexiang Hu Sebastian Goodman Wei-Lun Chao Radu Soricut VLM 125 29 0 12 Sep 2022
LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding Yang Xu Yiheng Xu Tengchao Lv Lei Cui Furu Wei ... D. Florêncio Cha Zhang Wanxiang Che Min Zhang Lidong Zhou ViT MLLM 137 492 0 29 Dec 2020
FUNSD: A Dataset for Form Understanding in Noisy Scanned Documents Guillaume Jaume H. K. Ekenel Jean-Philippe Thiran 112 259 0 27 May 2019