FUNSD: A Dataset for Form Understanding in Noisy Scanned Documents

27 May 2019

Jean-Philippe Thiran

Papers citing "FUNSD: A Dataset for Form Understanding in Noisy Scanned Documents"

20 / 70 papers shown

Title
End-to-end Document Recognition and Understanding with Dessurt Brian L. Davis B. Morse Brian L. Price Chris Tensmeyer Curtis Wigington Vlad I. Morariu VLM ViT 29 73 0 30 Mar 2022
XYLayoutLM: Towards Layout-Aware Multimodal Networks For Visually-Rich Document Understanding Zhangxuan Gu Changhua Meng Ke Wang Jun Lan Weiqiang Wang Ming Gu Liqing Zhang 37 76 0 14 Mar 2022
DiT: Self-supervised Pre-training for Document Image Transformer Junlong Li Yiheng Xu Tengchao Lv Lei Cui Chaoxi Zhang Furu Wei ViT VLM 35 159 0 04 Mar 2022
LiLT: A Simple yet Effective Language-Independent Layout Transformer for Structured Document Understanding Jiapeng Wang Lianwen Jin Kai Ding VLM 30 138 0 28 Feb 2022
DocSegTr: An Instance-Level End-to-End Document Image Segmentation Transformer Sanket Biswas Ayan Banerjee Josep Lladós Umapada Pal ViT 19 23 0 27 Jan 2022
Value Retrieval with Arbitrary Queries for Form-like Documents M. Gao Le Xue Chetan Ramaiah Chen Xing Ran Xu Caiming Xiong 21 6 0 15 Dec 2021
Text Classification Models for Form Entity Linking M. Villota C. Domínguez Jónathan Heras Eloy J. Mata Vico Pascual MedIm 26 2 0 14 Dec 2021
Document AI: Benchmarks, Models and Applications Lei Cui Yiheng Xu Tengchao Lv Furu Wei VLM 24 69 0 16 Nov 2021
Information Extraction from Visually Rich Documents with Font Style Embeddings Ismail Oussaid William Vanhuffel Pirashanth Ratnamogan Mhamed Hajaiej Alexis Mathey Thomas Gilles 19 1 0 07 Nov 2021
Entity Relation Extraction as Dependency Parsing in Visually Rich Documents Yue Zhang Bo-Wen Zhang Rui Wang Junjie Cao Chen Li Zuyi Bao 40 32 0 19 Oct 2021
MarkupLM: Pre-training of Text and Markup Language for Visually-rich Document Understanding Junlong Li Yiheng Xu Lei Cui Furu Wei VLM 3DGS 31 59 0 16 Oct 2021
Asking questions on handwritten document collections Minesh Mathew Lluís Gómez Dimosthenis Karatzas C. V. Jawahar RALM 20 11 0 02 Oct 2021
BROS: A Pre-trained Language Model Focusing on Text and Layout for Better Key Information Extraction from Documents Teakgyu Hong Donghyun Kim Mingi Ji Wonseok Hwang Daehyun Nam Sungrae Park VLM 34 150 0 10 Aug 2021
DocFormer: End-to-End Transformer for Document Understanding Srikar Appalaraju Bhavan A. Jasani Bhargava Urala Kota Yusheng Xie R. Manmatha ViT 32 270 0 22 Jun 2021
DUET: Detection Utilizing Enhancement for Text in Scanned or Captured Documents Eun-Soo Jung HyeongGwan Son Kyusam Oh Yongkeun Yun Soonhwan Kwon Min Soo Kim 18 4 0 10 Jun 2021
LayoutXLM: Multimodal Pre-training for Multilingual Visually-rich Document Understanding Yiheng Xu Tengchao Lv Lei Cui Guoxin Wang Yijuan Lu D. Florêncio Cha Zhang Furu Wei MLLM VLM 32 127 0 18 Apr 2021
DeepCPCFG: Deep Learning and Context Free Grammars for End-to-End Information Extraction Freddy Chongtat Chua Nigel P. Duffy 45 7 0 10 Mar 2021
Going Full-TILT Boogie on Document Understanding with Text-Image-Layout Transformer Rafal Powalski Łukasz Borchmann Dawid Jurkiewicz Tomasz Dwojak Michal Pietruszka Gabriela Pałka ViT 36 157 0 18 Feb 2021
Towards a Multi-modal, Multi-task Learning based Pre-training Framework for Document Representation Learning Subhojeet Pramanik Shashank Mujumdar Hima Patel 19 31 0 30 Sep 2020
Kleister: A novel task for Information Extraction involving Long Documents with Complex Layout Filip Graliñski Tomasz Stanislawek Anna Wróblewska Dawid Lipiñski Agnieszka Kaliska Paulina Rosalska Bartosz Topolski P. Biecek 28 40 0 04 Mar 2020