Exploiting Biased Models to De-bias Text: A Gender-Fair Rewriting Model

Exploiting Biased Models to De-bias Text: A Gender-Fair Rewriting Model

18 May 2023

Chantal Amrhein

Florian Schottmann

Papers citing "Exploiting Biased Models to De-bias Text: A Gender-Fair Rewriting Model"

15 / 15 papers shown

Title
What the Harm? Quantifying the Tangible Impact of Gender Bias in Machine Translation with a Human-centered Study Beatrice Savoldi Sara Papi Matteo Negri Ana Guerberof L. Bentivogli 52 7 0 01 Oct 2024
The Lou Dataset -- Exploring the Impact of Gender-Fair Language in German Text Classification Andreas Waldis Joel Birrer Anne Lauscher Iryna Gurevych 41 1 0 26 Sep 2024
Fairness in Large Language Models: A Taxonomic Survey Zhibo Chu Zichong Wang Wenbin Zhang AILaw 48 33 0 31 Mar 2024
Disclosure and Mitigation of Gender Bias in LLMs Xiangjue Dong Yibo Wang Philip S. Yu James Caverlee 4 30 0 17 Feb 2024
A Prompt Response to the Demand for Automatic Gender-Neutral Translation Beatrice Savoldi Andrea Piergentili Dennis Fucci Matteo Negri L. Bentivogli 40 12 0 08 Feb 2024
Tackling Bias in Pre-trained Language Models: Current Trends and Under-represented Societies Vithya Yogarajan Gillian Dobbie Te Taka Keegan R. Neuwirth ALM 54 11 0 03 Dec 2023
Test Suites Task: Evaluation of Gender Fairness in MT with MuST-SHE and INES Beatrice Savoldi Marco Gaido Matteo Negri L. Bentivogli 27 11 0 30 Oct 2023
Hi Guys or Hi Folks? Benchmarking Gender-Neutral Machine Translation with the GeNTE Corpus Andrea Piergentili Beatrice Savoldi Dennis Fucci Matteo Negri L. Bentivogli 32 19 0 08 Oct 2023
Bias and Fairness in Large Language Models: A Survey Isabel O. Gallegos Ryan A. Rossi Joe Barrow Md Mehrab Tanjim Sungchul Kim Franck Dernoncourt Tong Yu Ruiyi Zhang Nesreen Ahmed AILaw 40 498 0 02 Sep 2023
A Survey on Fairness in Large Language Models Yingji Li Mengnan Du Rui Song Xin Wang Ying Wang ALM 54 60 0 20 Aug 2023
vec2text with Round-Trip Translations Geoffrey Cideron Sertan Girgin Anton Raichuk Olivier Pietquin Olivier Bachem Léonard Hussenot 60 3 0 14 Sep 2022
Generating Gender Augmented Data for NLP N. Jain Maja Popovic Declan Groves Eva Vanmassenhove 37 15 0 13 Jul 2021
Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data Augmentation Alexander R. Fabbri Simeng Han Haoyuan Li Haoran Li Marjan Ghazvininejad Chenyu You Dragomir R. Radev Yashar Mehdad 123 95 0 24 Oct 2020
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 344 4,230 0 23 Aug 2019
Adversarial Example Generation with Syntactically Controlled Paraphrase Networks Mohit Iyyer John Wieting Kevin Gimpel Luke Zettlemoyer AAML GAN 205 713 0 17 Apr 2018