Leo Anthony Celi
10 papers · 2018–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (6) π Academic Marathon (7) π Renaissance Researcher (7) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (21)
π£
Hot Topic Early Bird
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Cross-Pollinator
(15)
π§
Keyword Pioneer
π
Keyword Champion
ποΈ
Keyword Collector
(51)
Conferences
ACL (2)
NAACL (2)
NIPS (2)
AAAI (1)
EMNLP (1)
MIDL (1)
MLHC (1)
Top co-authors
Keywords
question answering
(2)
named entity recognition
(2)
healthcare disparity
(2)
large language model
(2)
natural language processing
(1)
uncertainty quantification
(1)
off-policy evaluation
(1)
electronic health record
(1)
domain adaptation
(1)
clinical text mining
(1)
text annotation
(1)
multimodal learning
(1)
bias detection
(1)
question generation
(1)
risk aversion
(1)
posterior sampling
(1)
machine reading comprehension
(1)
vision language model
(1)
medical imaging
(1)
offline reinforcement learning
(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
WorldMedQA-V: a multilingual, multimodal medical examination dataset for multimodal language models evaluation
NAACL 2025
Multi-OphthaLingua: A Multilingual Benchmark for Assessing and Debiasing LLM Ophthalmological QA in LMICs
AAAI 2025
Language Models are Surprisingly Fragile to Drug Names in Biomedical Benchmarks
EMNLP 2024
Cross-Care: Assessing the Healthcare Implications of Pre-training Data on Language Model Bias
NIPS 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
NIPS 2020
Racial Disparities and Mistrust in End-of-Life Care
MLHC 2018