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One-shot Text Field Labeling using Attention and Belief Propagation for
  Structure Information Extraction

One-shot Text Field Labeling using Attention and Belief Propagation for Structure Information Extraction

ACM Multimedia (ACM MM), 2020
9 September 2020
Mengli Cheng
Minghui Qiu
Xing Shi
Yanjie Liang
Jialin Li
    VLM
ArXiv (abs)PDFHTML

Papers citing "One-shot Text Field Labeling using Attention and Belief Propagation for Structure Information Extraction"

14 / 14 papers shown
Deep Learning based Visually Rich Document Content Understanding: A Survey
Deep Learning based Visually Rich Document Content Understanding: A Survey
Muhammad Ali
Jean Lee
Salman Khan
Eduard Hovy
459
15
0
02 Aug 2024
Noise-Aware Training of Layout-Aware Language Models
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
207
0
0
30 Mar 2024
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 DocumentsInternational Conference on Language Resources and Evaluation (LREC), 2024
Hao Wang
Tang Li
Chenhui Chu
Nengjun Zhu
Rui Wang
Pinpin Zhu
199
0
0
23 Mar 2024
Enhancing Visually-Rich Document Understanding via Layout Structure
  Modeling
Enhancing Visually-Rich Document Understanding via Layout Structure ModelingACM Multimedia (ACM MM), 2023
Qiwei Li
Z. Li
Xiantao Cai
Bo Du
Hai Zhao
150
11
0
15 Aug 2023
PPN: Parallel Pointer-based Network for Key Information Extraction with
  Complex Layouts
PPN: Parallel Pointer-based Network for Key Information Extraction with Complex Layouts
Kaiwen Wei
Jie Yao
Jingyuan Zhang
Yangyang Kang
Fubang Zhao
Yating Zhang
Changlong Sun
Xin Jin
Xin Zhang
139
5
0
20 Jul 2023
GVdoc: Graph-based Visual Document Classification
GVdoc: Graph-based Visual Document Classification
Fnu Mohbat
Mohammed J Zaki
Catherine Finegan-Dollak
Ashish Verma
OOD
193
2
0
26 May 2023
Doc2SoarGraph: Discrete Reasoning over Visually-Rich Table-Text
  Documents via Semantic-Oriented Hierarchical Graphs
Doc2SoarGraph: Discrete Reasoning over Visually-Rich Table-Text Documents via Semantic-Oriented Hierarchical GraphsInternational Conference on Language Resources and Evaluation (LREC), 2023
Fengbin Zhu
Chao Wang
Fuli Feng
Zifeng Ren
Moxin Li
Tat-Seng Chua
222
7
0
03 May 2023
ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich
  Document Understanding
ERNIE-Layout: Layout Knowledge Enhanced Pre-training for Visually-rich Document UnderstandingConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Qiming Peng
Yinxu Pan
Wenjin Wang
Bin Luo
Zhenyu Zhang
...
Shi Feng
Yu Sun
Hao Tian
Hua Wu
Haifeng Wang
195
101
0
12 Oct 2022
Knowing Where and What: Unified Word Block Pretraining for Document Understanding
Song Tao
Zijian Wang
Tiantian Fan
Canjie Luo
Can Huang
SSL
248
2
0
28 Jul 2022
WebFormer: The Web-page Transformer for Structure Information Extraction
WebFormer: The Web-page Transformer for Structure Information ExtractionThe Web Conference (WWW), 2022
Qifan Wang
Yi Fang
Anirudh Ravula
Fuli Feng
Xiaojun Quan
Dongfang Liu
ViT
369
82
0
01 Feb 2022
Document AI: Benchmarks, Models and Applications
Document AI: Benchmarks, Models and Applications
Lei Cui
Yiheng Xu
Tengchao Lv
Furu Wei
VLM
242
91
0
16 Nov 2021
One-shot Key Information Extraction from Document with Deep Partial
  Graph Matching
One-shot Key Information Extraction from Document with Deep Partial Graph Matching
Minghong Yao
Zhiguang Liu
Liangwei Wang
Houqiang Li
Liansheng Zhuang
274
5
0
26 Sep 2021
StrucTexT: Structured Text Understanding with Multi-Modal Transformers
StrucTexT: Structured Text Understanding with Multi-Modal TransformersACM Multimedia (ACM MM), 2021
Yulin Li
Yuxi Qian
Yuchen Yu
Xiameng Qin
Chengquan Zhang
Yan Liu
Kun Yao
Junyu Han
Jingtuo Liu
Errui Ding
281
138
0
06 Aug 2021
MatchVIE: Exploiting Match Relevancy between Entities for Visual
  Information Extraction
MatchVIE: Exploiting Match Relevancy between Entities for Visual Information Extraction
Guozhi Tang
Lele Xie
Lianwen Jin
Jiapeng Wang
Jingdong Chen
Zhen Xu
Qianying Wang
Yaqiang Wu
Hui Li
229
33
0
24 Jun 2021
1