David Kartchner
4 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(11)
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Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(3)
Natural Language Processing
(3)
Applications
(3)
Deep Learning
(2)
Healthcare & Medicine
(2)
Learning Types · Machine Learning
(2)
Artificial Intelligence
(1)
Clinical
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory
(1)
Research
(1)
Resources & Methods
(1)
Keywords
information extraction
(2)
text classification
(1)
attention mechanism
(1)
entity disambiguation
(1)
pseudo labeling
(1)
weak supervision
(1)
knowledge base
(1)
label noise
(1)
evaluation benchmark
(1)
pseudo label
(1)
clinical trial
(1)
medical text mining
(1)
zero-shot information extraction
(1)
evidence-based medicine
(1)
drug repurposing
(1)
evidence synthesis
(1)
unified medical language system
(1)
label denoising
(1)
neural classifier
(1)
biomedical entity linking
(1)
Papers
BioEL: A Comprehensive Python Package for Biomedical Entity Linking
NAACL 2025
A Comprehensive Evaluation of Biomedical Entity Linking Models
EMNLP 2023
Zero-Shot Information Extraction for Clinical Meta-Analysis using Large Language Models
ACL 2023
Denoising Multi-Source Weak Supervision for Neural Text Classification
EMNLP 2020