Zeljko Kraljevic
3 papers · 2019–2021 · 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 · Silver
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Taxonomy Completionist
(17)
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Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(3)
Natural Language Processing
(3)
Artificial Intelligence
(2)
Healthcare & Medicine
(2)
Clinical
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Deep Learning
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Core AI
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Keywords
text classification
(2)
domain adaptation
(1)
entity linking
(1)
named entity recognition
(1)
efficient computing
(1)
coreset construction
(1)
model training
(1)
electronic health record
(1)
sampling method
(1)
biomedical text
(1)
transformer training
(1)
training time reduction
(1)
contextual embedding
(1)
word representation
(1)
clinical text
(1)
clinical nlp
(1)
annotation interface
(1)
transformer model
(1)
active learning
(1)
dataset subsampling
(1)
Papers
Speeding Up Transformer Training By Using Dataset Subsampling - An Exploratory Analysis
EMNLP 2021
Comparative Analysis of Text Classification Approaches in Electronic Health Records
ACL 2020
MedCATTrainer: A Biomedical Free Text Annotation Interface with Active Learning and Research Use Case Specific Customisation
EMNLP 2019