Guolong Su
6 papers · 2022–2024 · 3 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
(21)
Top co-authors
Research topics
Artificial Intelligence
(4)
Deep Learning
(4)
Machine Learning
(4)
Natural Language Processing
(4)
Applications · Natural Language Processing
(4)
Learning Types · Deep Learning
(4)
Core AI
(3)
Learning Types · Machine Learning
(3)
Computer Vision
(2)
Architectures
(2)
Core Methods
(2)
Domain-Specific
(2)
Computer Science
(1)
Applications · Computer Science
(1)
Learning Paradigms
(1)
Keywords
document understanding
(3)
information extraction
(2)
visual document understanding
(2)
catastrophic forgetting
(1)
zero-shot learning
(1)
question answering
(1)
named entity recognition
(1)
text generation
(1)
multimodal learning
(1)
document information extraction
(1)
prompt learning
(1)
pre-trained model
(1)
self-supervised pretraining
(1)
graph convolution
(1)
entity extraction
(1)
graph contrastive learning
(1)
structural encoding
(1)
zero-shot transfer learning
(1)
task-agnostic learning
(1)
form document
(1)
Papers
LMDX: Language Model-based Document Information Extraction and Localization
ACL 2024
FormNetV2: Multimodal Graph Contrastive Learning for Form Document Information Extraction
ACL 2023
QueryForm: A Simple Zero-shot Form Entity Query Framework
ACL 2023
DualPrompt: Complementary Prompting for Rehearsal-Free Continual Learning
ECCV 2022
FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction
ACL 2022
Learning To Prompt for Continual Learning
CVPR 2022