Islam Nassar
4 papers · 2021–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(17)
Top co-authors
Research topics
Machine Learning
(4)
Learning Types · Machine Learning
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Deep Learning
(1)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Applications
(1)
Clinical
(1)
Core AI
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Keywords
semi-supervised learning
(2)
few-shot learning
(2)
domain adaptation
(1)
online clustering
(1)
text classification
(1)
self-supervised learning
(1)
self-supervised representation
(1)
label-efficient learning
(1)
clinical natural language processing
(1)
label semantics
(1)
medical coding
(1)
clinical documentation
(1)
large language model
(1)
healthcare nlp
(1)
cpt e/m coding
(1)
automated coding
(1)
billing automation
(1)
prototypical loss
(1)
cpt coding
(1)
representation learning
(1)
Papers
Taming the Real-world Complexities in CPT E/M Coding with Large Language Models
EMNLP 2025
LAVA: Label-Efficient Visual Learning and Adaptation
WACV 2023
ProtoCon: Pseudo-Label Refinement via Online Clustering and Prototypical Consistency for Efficient Semi-Supervised Learning
CVPR 2023
All Labels Are Not Created Equal: Enhancing Semi-Supervision via Label Grouping and Co-Training
CVPR 2021