Cloaked Classifiers: Pseudonymization Strategies on Sensitive
Classification Tasks

Cloaked Classifiers: Pseudonymization Strategies on Sensitive Classification Tasks

25 June 2024

Virginie Mouilleron

Djamé Seddah

Papers citing "Cloaked Classifiers: Pseudonymization Strategies on Sensitive Classification Tasks"

14 / 14 papers shown

Title
Multilingual Auxiliary Tasks Training: Bridging the Gap between Languages for Zero-Shot Transfer of Hate Speech Detection Models Syrielle Montariol Arij Riabi Djamé Seddah 52 10 0 24 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 58 3 0 05 Sep 2022
What Does it Mean for a Language Model to Preserve Privacy? Hannah Brown Katherine Lee Fatemehsadat Mireshghallah Reza Shokri Florian Tramèr PILM 69 235 0 11 Feb 2022
The Text Anonymization Benchmark (TAB): A Dedicated Corpus and Evaluation Framework for Text Anonymization Ildikó Pilán Pierre Lison Lilja Ovrelid Anthia Papadopoulou David Sánchez Montserrat Batet AILaw 51 85 0 25 Jan 2022
XLM-T: Multilingual Language Models in Twitter for Sentiment Analysis and Beyond Francesco Barbieri Luis Espinosa Anke Jose Camacho-Collados 124 215 0 25 Apr 2021
Extracting Training Data from Large Language Models Nicholas Carlini Florian Tramèr Eric Wallace Matthew Jagielski Ariel Herbert-Voss ... Tom B. Brown D. Song Ulfar Erlingsson Alina Oprea Colin Raffel MLAU SILM 373 1,868 0 14 Dec 2020
Establishing a New State-of-the-Art for French Named Entity Recognition Pedro Ortiz Suarez Yoann Dupont Benjamin Muller Laurent Romary Benoît Sagot 18 17 0 27 May 2020
SOLID: A Large-Scale Semi-Supervised Dataset for Offensive Language Identification Sara Rosenthal Pepa Atanasova Georgi Karadzhov Marcos Zampieri Preslav Nakov 25 164 0 29 Apr 2020
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 112 6,454 0 05 Nov 2019
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension M. Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdel-rahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer AIMat VLM 81 10,720 0 29 Oct 2019
Understanding the Radical Mind: Identifying Signals to Detect Extremist Content on Twitter Mariam Nouh Jason R. C. Nurse M. Goldsmith 29 49 0 15 May 2019
Toward sensitive document release with privacy guarantees David Sánchez Montserrat Batet 26 34 0 02 Jan 2017
De-identification of Patient Notes with Recurrent Neural Networks Franck Dernoncourt Ji Young Lee Özlem Uzuner Peter Szolovits OOD 36 374 0 10 Jun 2016
C-sanitized: a privacy model for document redaction and sanitization David Sánchez Montserrat Batet 30 87 0 17 Jun 2014