Target-Agnostic Gender-Aware Contrastive Learning for Mitigating Bias in
Multilingual Machine Translation

Target-Agnostic Gender-Aware Contrastive Learning for Mitigating Bias in Multilingual Machine Translation

23 May 2023

Papers citing "Target-Agnostic Gender-Aware Contrastive Learning for Mitigating Bias in Multilingual Machine Translation"

11 / 11 papers shown

Title
Current State-of-the-Art of Bias Detection and Mitigation in Machine Translation for African and European Languages: a Review Catherine Ikae Mascha Kurpicz-Briki 23 0 0 28 Oct 2024
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 43 6 0 01 Oct 2024
Fine-grained Gender Control in Machine Translation with Large Language Models Minwoo Lee Hyukhun Koh Minsu Kim Kyomin Jung 38 0 0 21 Jul 2024
A Contrastive Learning Approach to Mitigate Bias in Speech Models Alkis Koudounas F. Giobergia Eliana Pastor Elena Baralis 47 1 0 20 Jun 2024
Multilingual Large Language Model: A Survey of Resources, Taxonomy and Frontiers Libo Qin Qiguang Chen Yuhang Zhou Zhi Chen Hai-Tao Zheng Lizi Liao Min Li Wanxiang Che Philip S. Yu LRM 55 36 0 07 Apr 2024
Whose wife is it anyway? Assessing bias against same-gender relationships in machine translation Ian Stewart Rada Mihalcea 19 4 0 10 Jan 2024
Sociodemographic Bias in Language Models: A Survey and Forward Path Vipul Gupta Pranav Narayanan Venkit Shomir Wilson R. Passonneau 42 20 0 13 Jun 2023
Towards Making the Most of ChatGPT for Machine Translation Keqin Peng Liang Ding Qihuang Zhong Li Shen Xuebo Liu Min Zhang Y. Ouyang Dacheng Tao LRM 88 210 0 24 Mar 2023
Text Detoxification using Large Pre-trained Neural Models David Dale Anton Voronov Daryna Dementieva V. Logacheva Olga Kozlova Nikita Semenov Alexander Panchenko 39 71 0 18 Sep 2021
Facebook AI WMT21 News Translation Task Submission C. Tran Shruti Bhosale James Cross Philipp Koehn Sergey Edunov Angela Fan VLM 134 81 0 06 Aug 2021
Larger-Scale Transformers for Multilingual Masked Language Modeling Naman Goyal Jingfei Du Myle Ott Giridhar Anantharaman Alexis Conneau 90 126 0 02 May 2021