Renshen Wang
4 papers · 2021–2023 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Gold
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Taxonomy Completionist
(14)
Top co-authors
Research topics
Deep Learning
(4)
Computer Vision
(3)
Machine Learning
(3)
Natural Language Processing
(3)
Applications · Natural Language Processing
(3)
Architectures
(3)
Artificial Intelligence
(2)
Core AI
(2)
Core Methods
(2)
Domain-Specific
(2)
Learning Types
(2)
Computer Science
(1)
Analysis
(1)
Application Areas
(1)
Applications · Computer Science
(1)
Keywords
information extraction
(3)
document understanding
(2)
graph convolutional network
(2)
document information extraction
(1)
positional encoding
(1)
self-supervised pretraining
(1)
graph convolution
(1)
graph contrastive learning
(1)
structural encoding
(1)
document extraction
(1)
word labeling
(1)
form document
(1)
reading order
(1)
document image
(1)
form document information extraction
(1)
rich attention
(1)
spatial graph
(1)
form document understanding
(1)
form document extraction
(1)
line clustering
(1)
Papers
FormNetV2: Multimodal Graph Contrastive Learning for Form Document Information Extraction
ACL 2023
FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction
ACL 2022
Post-OCR Paragraph Recognition by Graph Convolutional Networks
WACV 2022
ROPE: Reading Order Equivariant Positional Encoding for Graph-based Document Information Extraction
ACL 2021