Thomas Vakili
4 papers · 2022–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Gold
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Taxonomy Completionist
(10)
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Hot Topic Early Bird
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The Questioner
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Research topics
Machine Learning
(4)
Healthcare & Medicine
(3)
Natural Language Processing
(3)
Application Areas
(3)
Clinical
(3)
Deep Learning
(2)
Applications
(2)
Understanding
(2)
Security & Privacy
(1)
Architectures
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Privacy
(1)
Keywords
clinical text
(3)
named entity recognition
(3)
electronic health record
(2)
privacy preservation
(1)
synthetic data generation
(1)
synthetic data
(1)
data synthesis
(1)
utility preservation
(1)
clinical domain
(1)
transformer-based model
(1)
clinical nlp
(1)
medical record
(1)
protected health information
(1)
large language model
(1)
domain adaptation
(1)
text de-identification
(1)
text classification
(1)
bert model
(1)
Papers
Data-Constrained Synthesis of Training Data for De-Identification
ACL 2025
A Privacy-Preserving Corpus for Occupational Health in Spanish: Evaluation for NER and Classification Tasks
NAACL 2024
When Is a Name Sensitive? Eponyms in Clinical Text and Implications for De-Identification
EACL 2024
Utility Preservation of Clinical Text After De-Identification
ACL 2022