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 93 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 52 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 58 116 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 125 762 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 48 39 0 25 May 2021
Revisiting Few-shot Relation Classification: Evaluation Data and Classification Schemes O. Sabo Yanai Elazar Yoav Goldberg Ido Dagan 53 39 0 17 Apr 2021
Composed Variational Natural Language Generation for Few-shot Intents Congying Xia Caiming Xiong Philip Yu R. Socher VLM DRL 37 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 103 694 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 152 6,454 0 05 Nov 2019
Matching the Blanks: Distributional Similarity for Relation Learning Livio Baldini Soares Nicholas FitzGerald Jeffrey Ling Tom Kwiatkowski 36 768 0 07 Jun 2019
Graph Convolution for Multimodal Information Extraction from Visually Rich Documents Xiaojing Liu Feiyu Gao Qiong Zhang Huasha Zhao 56 183 0 27 Mar 2019
Few-Shot Learning with Graph Neural Networks Victor Garcia Satorras Joan Bruna GNN 154 1,235 0 10 Nov 2017