Ayelet Benjamini
4 papers · 2021–2022 · 2 venues · across top CS/AI venues
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Achievements
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Taxonomy Completionist
(13)
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Research topics
Natural Language Processing
(4)
Deep Learning
(3)
Machine Learning
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Learning Types
(2)
Resources & Methods
(2)
Healthcare & Medicine
(1)
Security & Privacy
(1)
Applications
(1)
Architectures
(1)
Clinical
(1)
Core AI
(1)
Differential Privacy
(1)
Generation
(1)
Keywords
clinical note
(4)
named entity recognition
(2)
differential privacy
(2)
pre-trained language model
(2)
privacy guarantee
(2)
entity extraction
(2)
clinical condition detection
(1)
multi-task learning
(1)
problem list generation
(1)
multi-task transformer
(1)
problem list
(1)
section classification
(1)
transformer model
(1)
medical ontology
(1)
patient summary
(1)
privacy preservation
(1)
language model
(1)
electronic health record
(1)
Papers
Building a Clinically-Focused Problem List From Medical Notes
EMNLP 2022
Section Classification in Clinical Notes with Multi-task Transformers
EMNLP 2022
Learning and Evaluating a Differentially Private Pre-trained Language Model
EMNLP 2021
Learning and Evaluating a Differentially Private Pre-trained Language Model
NAACL 2021