Cassie Mitchell
4 papers · 2020–2023 · 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 · Silver
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Taxonomy Completionist
(12)
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Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(3)
Natural Language Processing
(3)
Applications · Natural Language Processing
(3)
Deep Learning
(2)
Healthcare & Medicine
(2)
Learning Types · Machine Learning
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Applications · Computer Science
(1)
Clinical
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory
(1)
Research
(1)
Keywords
information extraction
(2)
zero-shot learning
(2)
attention mechanism
(1)
entity disambiguation
(1)
text summarization
(1)
pseudo labeling
(1)
weak supervision
(1)
knowledge base
(1)
label noise
(1)
evaluation benchmark
(1)
pseudo label
(1)
biomedical text
(1)
clinical trial
(1)
medical text mining
(1)
zero-shot information extraction
(1)
evidence-based medicine
(1)
drug repurposing
(1)
lay summarization
(1)
evidence synthesis
(1)
unified medical language system
(1)
Papers
A Comprehensive Evaluation of Biomedical Entity Linking Models
EMNLP 2023
Pathology Dynamics at BioLaySumm: the trade-off between Readability, Relevance, and Factuality in Lay Summarization
ACL 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