LiLT: A Simple yet Effective Language-Independent Layout Transformer for Structured Document Understanding

28 February 2022

Lianwen Jin

Papers citing "LiLT: A Simple yet Effective Language-Independent Layout Transformer for Structured Document Understanding"

20 / 20 papers shown

Title
KIEval: Evaluation Metric for Document Key Information Extraction Minsoo Khang Sang Chul Jung Sungrae Park Teakgyu Hong 47 0 0 07 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
DocMamba: Efficient Document Pre-training with State Space Model Pengfei Hu Zhenrong Zhang Jiefeng Ma Shuhang Liu Jun Du Jianshu Zhang Mamba 39 1 0 18 Sep 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 40 1 0 19 Apr 2024
Noise-Aware Training of Layout-Aware Language Models Ritesh Sarkhel Xiaoqi Ren Lauro Beltrao Costa Guolong Su Vincent Perot Yanan Xie Emmanouil Koukoumidis Arnab Nandi VLM 44 0 0 30 Mar 2024
TextBlockV2: Towards Precise-Detection-Free Scene Text Spotting with Pre-trained Language Model Jiahao Lyu Jin Wei Gangyan Zeng Zeng Li Enze Xie Wei Wang Yu Zhou VLM 29 3 0 15 Mar 2024
A Multi-Modal Multilingual Benchmark for Document Image Classification Yoshinari Fujinuma Siddharth Varia Nishant Sankaran Srikar Appalaraju Bonan Min Yogarshi Vyas VLM 18 4 0 25 Oct 2023
On Evaluation of Document Classification using RVL-CDIP Stefan Larson Gordon Lim Kevin Leach 26 3 0 21 Jun 2023
Multimodal Web Navigation with Instruction-Finetuned Foundation Models Hiroki Furuta Kuang-Huei Lee Ofir Nachum Yutaka Matsuo Aleksandra Faust S. Gu Izzeddin Gur LM&Ro 36 91 0 19 May 2023
Language Independent Neuro-Symbolic Semantic Parsing for Form Understanding Bhanu Prakash Voutharoja Lizhen Qu Fatemeh Shiri 22 1 0 08 May 2023
Locate Then Generate: Bridging Vision and Language with Bounding Box for Scene-Text VQA Yongxin Zhu Z. Liu Yukang Liang Xin Li Hao Liu Changcun Bao Linli Xu 21 6 0 04 Apr 2023
Modeling Entities as Semantic Points for Visual Information Extraction in the Wild Zhibo Yang Rujiao Long Pengfei Wang Sibo Song Humen Zhong Wenqing Cheng X. Bai Cong Yao 32 19 0 23 Mar 2023
Entry Separation using a Mixed Visual and Textual Language Model: Application to 19th century French Trade Directories Bertrand Duménieu Edwin Carlinet N. Abadie Joseph Chazalon 24 0 0 17 Feb 2023
Alignment-Enriched Tuning for Patch-Level Pre-trained Document Image Models Lei Wang Jian He Xingdong Xu Ning Liu Hui-juan Liu 33 2 0 27 Nov 2022
Evaluating Out-of-Distribution Performance on Document Image Classifiers Stefan Larson Gordon Lim Yutong Ai David Kuang Kevin Leach OODD OOD 34 18 0 14 Oct 2022
XDoc: Unified Pre-training for Cross-Format Document Understanding Jingye Chen Tengchao Lv Lei Cui Changrong Zhang Furu Wei 48 13 0 06 Oct 2022
Knowing Where and What: Unified Word Block Pretraining for Document Understanding Song Tao Zijian Wang Tiantian Fan Canjie Luo Can Huang SSL 30 2 0 28 Jul 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 150 498 0 29 Dec 2020
FUNSD: A Dataset for Form Understanding in Noisy Scanned Documents Guillaume Jaume H. K. Ekenel Jean-Philippe Thiran 134 355 0 27 May 2019
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Z. Tu Kaiming He 297 10,216 0 16 Nov 2016