Siun Kim
3 papers · 2024–2026 · 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
(13)
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The Questioner
Top co-authors
Research topics
Natural Language Processing
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Healthcare & Medicine
(2)
Machine Learning
(2)
Applications · Natural Language Processing
(2)
Clinical
(2)
Core AI
(2)
Data Science & Analytics
(1)
Application Areas
(1)
Applications · Data Science & Analytics
(1)
Architectures
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Keywords
large language model
(3)
zero-shot learning
(1)
benchmark evaluation
(1)
information extraction
(1)
named entity recognition
(1)
biomedical domain
(1)
recommendation system
(1)
clinical evaluation
(1)
clinical trial
(1)
sentence embedding
(1)
medical question answering
(1)
clinical eligibility criterion
(1)
bayesian hierarchical modeling
(1)
clinical performance
(1)
eligibility criterion
(1)
contrastive learning
(1)
instruction refinement
(1)
Papers
DiZiNER: Disagreement-guided Instruction Refinement via Simulating Pilot Annotation for Zero-shot Named Entity Recognition
ACL 2026
Questioning Our Questions: How Well Do Medical QA Benchmarks Evaluate Clinical Capabilities of Language Models?
ACL 2025
CReSE: Benchmark Data and Automatic Evaluation Framework for Recommending Eligibility Criteria from Clinical Trial Information
EACL 2024