David Kartchner
4 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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Hot Topic Early Bird
Conferences
EMNLP (2)
ACL (1)
NAACL (1)
Top co-authors
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
Zero-Shot Information Extraction for Clinical Meta-Analysis using Large Language Models
ACL 2023
A Comprehensive Evaluation of Biomedical Entity Linking Models
EMNLP 2023
Denoising Multi-Source Weak Supervision for Neural Text Classification
EMNLP 2020