LAMPRET: Layout-Aware Multimodal PreTraining for Document Understanding

LAMPRET: Layout-Aware Multimodal PreTraining for Document Understanding

16 April 2021

Spurthi Amba Hombaiah

Michael Bendersky

Papers citing "LAMPRET: Layout-Aware Multimodal PreTraining for Document Understanding"

15 / 15 papers shown

Title
Do-GOOD: Towards Distribution Shift Evaluation for Pre-Trained Visual Document Understanding Models Jiabang He Yilang Hu Lei Wang Xingdong Xu Ning Liu Hui-juan Liu Hengtao Shen VLM OOD 24 2 0 05 Jun 2023
Layout-aware Webpage Quality Assessment Anfeng Cheng Yiding Liu Weibin Li Qian Dong Shuaiqiang Wang Zhengjie Huang Shikun Feng Zhicong Cheng Dawei Yin 3DV 35 4 0 28 Jan 2023
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 32 105 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 36 2 0 27 Nov 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
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
Relational Representation Learning in Visually-Rich Documents Xin Li Yan Zheng Yiqing Hu H. Cao Yunfei Wu Deqiang Jiang Yinsong Liu Bo Ren 18 12 0 05 May 2022
LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking Yupan Huang Tengchao Lv Lei Cui Yutong Lu Furu Wei 27 432 0 18 Apr 2022
Do BERTs Learn to Use Browser User Interface? Exploring Multi-Step Tasks with Unified Vision-and-Language BERTs Taichi Iki Akiko Aizawa LLMAG 16 6 0 15 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
Document AI: Benchmarks, Models and Applications Lei Cui Yiheng Xu Tengchao Lv Furu Wei VLM 24 69 0 16 Nov 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
Skim-Attention: Learning to Focus via Document Layout Laura Nguyen Thomas Scialom Jacopo Staiano Benjamin Piwowarski 27 9 0 02 Sep 2021
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 282 2,015 0 28 Jul 2020
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,746 0 26 Sep 2016