Adversarial Learning of Privacy-Preserving Text Representations for
De-Identification of Medical Records

Adversarial Learning of Privacy-Preserving Text Representations for De-Identification of Medical Records

12 June 2019

Gregor Wiedemann

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Papers citing "Adversarial Learning of Privacy-Preserving Text Representations for De-Identification of Medical Records"

12 / 12 papers shown

Title
Token-Level Privacy in Large Language Models Reém Harel Niv Gilboa Yuval Pinter 84 0 0 05 Mar 2025
Unlocking the Potential of Large Language Models for Clinical Text Anonymization: A Comparative Study David Pissarra Isabel Curioso João Alveira Duarte Pereira Bruno Ribeiro Tomas Souper Vasco Gomes A. Carreiro Vitor Rolla 46 4 0 29 May 2024
Unsupervised Text Deidentification John X. Morris Justin T. Chiu Ramin Zabih Alexander M. Rush 63 7 0 20 Oct 2022
How Much User Context Do We Need? Privacy by Design in Mental Health NLP Application Ramit Sawhney A. Neerkaje Ivan Habernal Lucie Flek 73 3 0 05 Sep 2022
Differential Privacy in Natural Language Processing: The Story So Far Oleksandra Klymenko Stephen Meisenbacher Florian Matthes 62 16 0 17 Aug 2022
How to keep text private? A systematic review of deep learning methods for privacy-preserving natural language processing Samuel Sousa Roman Kern PILM AILaw 71 46 0 20 May 2022
Few-Shot Cross-lingual Transfer for Coarse-grained De-identification of Code-Mixed Clinical Texts Saadullah Amin N. Goldstein M. Wixted Alejandro García-Rudolph Catalina Martínez-Costa G. Neumann 68 5 0 10 Apr 2022
CAPE: Context-Aware Private Embeddings for Private Language Learning Richard Plant Dimitra Gkatzia V. Giuffrida 80 27 0 27 Aug 2021
De-identification of Privacy-related Entities in Job Postings Kristian Nørgaard Jensen Mike Zhang Barbara Plank 51 16 0 24 May 2021
When Machine Learning Meets Privacy: A Survey and Outlook B. Liu Ming Ding Sina shaham W. Rahayu F. Farokhi Zihuai Lin 94 294 0 24 Nov 2020
Closing the Gap: Joint De-Identification and Concept Extraction in the Clinical Domain Lukas Lange Heike Adel Jannik Strötgen 27 10 0 19 May 2020
Towards De-identification of Legal Texts Diego Garat Dina Wonsever 10 1 0 09 Oct 2019