Towards Human-Like Machine Comprehension: Few-Shot Relational Learning
in Visually-Rich Documents

Towards Human-Like Machine Comprehension: Few-Shot Relational Learning in Visually-Rich Documents

23 March 2024

Papers citing "Towards Human-Like Machine Comprehension: Few-Shot Relational Learning in Visually-Rich Documents"

12 / 12 papers shown

Title
Relational Representation Learning in Visually-Rich Documents Xin Li Yan Zheng Yiqing Hu H. Cao Yunfei Wu Deqiang Jiang Yinsong Liu Bo Ren 91 12 0 05 May 2022
FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction Chen-Yu Lee Chun-Liang Li Timothy Dozat Vincent Perot Guolong Su Nan Hua Joshua Ainslie Renshen Wang Yasuhisa Fujii Tomas Pfister 45 78 0 16 Mar 2022
StrucTexT: Structured Text Understanding with Multi-Modal Transformers Yulin Li Yuxi Qian Yuchen Yu Xiameng Qin Chengquan Zhang Yan Liu Kun Yao Junyu Han Jingtuo Liu Errui Ding 56 116 0 06 Aug 2021
Multimodal Few-Shot Learning with Frozen Language Models Maria Tsimpoukelli Jacob Menick Serkan Cabi S. M. Ali Eslami Oriol Vinyals Felix Hill MLLM 113 762 0 25 Jun 2021
ViBERTgrid: A Jointly Trained Multi-Modal 2D Document Representation for Key Information Extraction from Documents Weihong Lin Qifang Gao Lei-huan Sun Zhuoyao Zhong Kaiqin Hu Qin Ren Qiang Huo 46 39 0 25 May 2021
Revisiting Few-shot Relation Classification: Evaluation Data and Classification Schemes O. Sabo Yanai Elazar Yoav Goldberg Ido Dagan 50 39 0 17 Apr 2021
Composed Variational Natural Language Generation for Few-shot Intents Congying Xia Caiming Xiong Philip Yu R. Socher VLM DRL 34 31 0 21 Sep 2020
LayoutLM: Pre-training of Text and Layout for Document Image Understanding Yiheng Xu Minghao Li Lei Cui Shaohan Huang Furu Wei Ming Zhou 92 694 0 31 Dec 2019
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 126 6,454 0 05 Nov 2019
Matching the Blanks: Distributional Similarity for Relation Learning Livio Baldini Soares Nicholas FitzGerald Jeffrey Ling Tom Kwiatkowski 32 768 0 07 Jun 2019
Graph Convolution for Multimodal Information Extraction from Visually Rich Documents Xiaojing Liu Feiyu Gao Qiong Zhang Huasha Zhao 53 183 0 27 Mar 2019
Few-Shot Learning with Graph Neural Networks Victor Garcia Satorras Joan Bruna GNN 149 1,235 0 10 Nov 2017

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.