LayoutLMv3: Pre-training for Document AI with Unified Text and Image
Masking

LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking

18 April 2022

Papers citing "LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking"

15 / 65 papers shown

Title
Unifying Vision, Text, and Layout for Universal Document Processing Zineng Tang Ziyi Yang Guoxin Wang Yuwei Fang Yang Liu Chenguang Zhu Michael Zeng Chao-Yue Zhang Joey Tianyi Zhou VLM 32 106 0 05 Dec 2022
Alignment-Enriched Tuning for Patch-Level Pre-trained Document Image Models Lei Wang Jian He Xingdong Xu Ning Liu Hui-juan Liu 39 2 0 27 Nov 2022
Unimodal and Multimodal Representation Training for Relation Extraction Ciaran Cooney Rachel Heyburn Liam Maddigan Mairead O'Cuinn Chloe Thompson Joana Cavadas 33 2 0 11 Nov 2022
RegCLR: A Self-Supervised Framework for Tabular Representation Learning in the Wild Weiyao Wang Byung-Hak Kim Varun Ganapathi SSL LMTD 27 1 0 02 Nov 2022
Key Information Extraction in Purchase Documents using Deep Learning and Rule-based Corrections R. Arroyo J. Yebes E. Martínez Hector Corrales Javier Lorenzo 33 1 0 07 Oct 2022
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 169 263 0 07 Oct 2022
XDoc: Unified Pre-training for Cross-Format Document Understanding Jingye Chen Tengchao Lv Lei Cui Changrong Zhang Furu Wei 50 13 0 06 Oct 2022
One-Shot Doc Snippet Detection: Powering Search in Document Beyond Text Abhinav Java Shripad Deshmukh Milan Aggarwal Surgan Jandial Mausoom Sarkar Balaji Krishnamurthy 32 3 0 12 Sep 2022
TaCo: Textual Attribute Recognition via Contrastive Learning Chang Nie Yiqing Hu Yanqiu Qu Hao Liu Deqiang Jiang Bo Ren 32 0 0 22 Aug 2022
Knowing Where and What: Unified Word Block Pretraining for Document Understanding Song Tao Zijian Wang Tiantian Fan Canjie Luo Can Huang SSL 38 2 0 28 Jul 2022
Test-Time Adaptation for Visual Document Understanding Sayna Ebrahimi Sercan Ö. Arik Tomas Pfister OOD 33 6 0 15 Jun 2022
DiT: Self-supervised Pre-training for Document Image Transformer Junlong Li Yiheng Xu Tengchao Lv Lei Cui Chaoxi Zhang Furu Wei ViT VLM 38 160 0 04 Mar 2022
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 255 4,796 0 24 Feb 2021
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 153 498 0 29 Dec 2020
FUNSD: A Dataset for Form Understanding in Noisy Scanned Documents Guillaume Jaume H. K. Ekenel Jean-Philippe Thiran 140 355 0 27 May 2019