DP-MLM: Differentially Private Text Rewriting Using Masked Language Models

30 June 2024

Papers citing "DP-MLM: Differentially Private Text Rewriting Using Masked Language Models"

5 / 5 papers shown

Title
Lexical Substitution is not Synonym Substitution: On the Importance of Producing Contextually Relevant Word Substitutes Juraj Vladika Stephen Meisenbacher Florian Matthes 136 0 0 06 Feb 2025
On the Impact of Noise in Differentially Private Text Rewriting Stephen Meisenbacher Maulik Chevli Florian Matthes 63 0 0 31 Jan 2025
TEM: High Utility Metric Differential Privacy on Text Ricardo Silva Carvalho Theodore Vasiloudis Oluwaseyi Feyisetan 39 36 0 16 Jul 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 290 1,824 0 14 Dec 2020
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 299 6,984 0 20 Apr 2018