Leo Anthony Celi
10 papers · 2018–2026 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (21) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Gold
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Keyword Champion
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Renaissance Researcher
(5)
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Keyword Collector
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Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(6)
Natural Language Processing
(5)
Artificial Intelligence
(4)
Healthcare & Medicine
(4)
Applications
(4)
Clinical
(4)
Core AI
(4)
Application Areas
(2)
Learning Types
(2)
Resources & Methods
(2)
Computer Vision
(1)
Deep Learning
(1)
Reinforcement Learning
(1)
Core Methods
(1)
Domain-Specific
(1)
Keywords
named entity recognition
(2)
healthcare disparity
(2)
large language model
(2)
question answering
(2)
uncertainty quantification
(1)
medical imaging
(1)
offline reinforcement learning
(1)
clinical text mining
(1)
natural language processing
(1)
text annotation
(1)
multimodal learning
(1)
bias detection
(1)
question generation
(1)
machine reading comprehension
(1)
vision-language model
(1)
risk aversion
(1)
posterior sampling
(1)
electronic health record
(1)
retrieval-augmented generation
(1)
domain adaptation
(1)
Papers
Algorithms Trained on Normal Chest X-rays Can Predict Health Insurance Types
MIDL 2026
MedDecXtract: A Clinician-Support System for Extracting, Visualizing, and Annotating Medical Decisions in Clinical Narratives
ACL 2025
Multi-OphthaLingua: A Multilingual Benchmark for Assessing and Debiasing LLM Ophthalmological QA in LMICs
AAAI 2025
WorldMedQA-V: a multilingual, multimodal medical examination dataset for multimodal language models evaluation
NAACL 2025
Cross-Care: Assessing the Healthcare Implications of Pre-training Data on Language Model Bias
NeurIPS 2024
Language Models are Surprisingly Fragile to Drug Names in Biomedical Benchmarks
EMNLP 2024
MedDec: A Dataset for Extracting Medical Decisions from Discharge Summaries
ACL 2024
Learning to Ask Like a Physician
NAACL 2022
Expert-Supervised Reinforcement Learning for Offline Policy Learning and Evaluation
NeurIPS 2020
Racial Disparities and Mistrust in End-of-Life Care
MLHC 2018