Itay Laish
5 papers · 2019–2022 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Renaissance Researcher (7) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
EMNLP (3)
NAACL (2)
Top co-authors
Research topics
Keywords
clinical note
(4)
named entity recognition
(3)
pre-trained language model
(2)
privacy guarantee
(2)
entity extraction
(2)
differential privacy
(2)
problem list
(1)
section classification
(1)
medical record
(1)
entity detection
(1)
transformer model
(1)
medical ontology
(1)
patient summary
(1)
clinical condition detection
(1)
problem list generation
(1)
multi-task transformer
(1)
audio de-identification
(1)
multi-task learning
(1)
privacy preservation
(1)
automatic speech recognition
(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
Audio De-identification - a New Entity Recognition Task
NAACL 2019