Thomas Vakili

According to our database, Thomas Vakili authored at least 6 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

A pseudonymized corpus of occupational health narratives for clinical entity recognition in Spanish.

Jocelyn Dunstan, Thomas Vakili, Luis Miranda, Fabián Villena, Claudio Aracena, Tamara Quiroga, Paulina Vera, Sebastián Viteri Valenzuela, Victor Rocco

BMC Medical Informatics Decis. Mak., December, 2024

A Privacy-Preserving Corpus for Occupational Health in Spanish: Evaluation for NER and Classification Tasks.

Claudio Aracena, Luis Miranda, Thomas Vakili, Fabián Villena, Tamara Quiroga, Fredy Núñez-Torres, Victor Rocco, Jocelyn Dunstan

Proceedings of the 6th Clinical Natural Language Processing Workshop, 2024

2023

Using Membership Inference Attacks to Evaluate Privacy-Preserving Language Modeling Fails for Pseudonymizing Data.

Thomas Vakili, Hercules Dalianis

Proceedings of the 24th Nordic Conference on Computational Linguistics, 2023

2022

Downstream Task Performance of BERT Models Pre-Trained Using Automatically De-Identified Clinical Data.

Thomas Vakili, Anastasios Lamproudis, Aron Henriksson, Hercules Dalianis

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Utility Preservation of Clinical Text After De-Identification.

Thomas Vakili, Hercules Dalianis

Proceedings of the 21st Workshop on Biomedical Language Processing, 2022

2021

Are Clinical BERT Models Privacy Preserving? The Difficulty of Extracting Patient-Condition Associations.

Thomas Vakili, Hercules Dalianis

Proceedings of the AAAI 2021 Fall Symposium on Human Partnership with Medical AI: Design, 2021