Ayelet Benjamini
4 papers · 2021–2022 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13) π Cross-Pollinator (15)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Keyword Champion
(4)
Conferences
EMNLP (3)
NAACL (1)
Top co-authors
Research topics
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
Section Classification in Clinical Notes with Multi-task Transformers
EMNLP 2022
Building a Clinically-Focused Problem List From Medical Notes
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