Reducing Gender Bias in Neural Machine Translation as a Domain Adaptation Problem

9 April 2020

Papers citing "Reducing Gender Bias in Neural Machine Translation as a Domain Adaptation Problem"

25 / 25 papers shown

Title
Are We Paying Attention to Her? Investigating Gender Disambiguation and Attention in Machine Translation Chiara Manna Afra Alishahi Frédéric Blain Eva Vanmassenhove 27 0 0 13 May 2025
Assumed Identities: Quantifying Gender Bias in Machine Translation of Gender-Ambiguous Occupational Terms Orfeas Menis Mastromichalakis Giorgos Filandrianos Maria Symeonaki Giorgos Stamou 65 0 0 06 Mar 2025
OccuQuest: Mitigating Occupational Bias for Inclusive Large Language Models Mingfeng Xue Dayiheng Liu Kexin Yang Guanting Dong Wenqiang Lei Zheng Yuan Chang Zhou Jingren Zhou LLMAG 22 2 0 25 Oct 2023
A Survey on Fairness in Large Language Models Yingji Li Mengnan Du Rui Song Xin Wang Ying Wang ALM 52 60 0 20 Aug 2023
Gender, names and other mysteries: Towards the ambiguous for gender-inclusive translation Danielle Saunders Katrina Olsen 37 5 0 07 Jun 2023
RAMP: Retrieval and Attribute-Marking Enhanced Prompting for Attribute-Controlled Translation Gabriele Sarti Phu Mon Htut Xing Niu B. Hsu Anna Currey Georgiana Dinu Maria Nadejde LRM 45 10 0 26 May 2023
Target-Agnostic Gender-Aware Contrastive Learning for Mitigating Bias in Multilingual Machine Translation Minwoo Lee Hyukhun Koh Kang-il Lee Dongdong Zhang Minsu Kim Kyomin Jung 35 9 0 23 May 2023
SocioProbe: What, When, and Where Language Models Learn about Sociodemographics Anne Lauscher Federico Bianchi Samuel R. Bowman Dirk Hovy 32 7 0 08 Nov 2022
Choose Your Lenses: Flaws in Gender Bias Evaluation Hadas Orgad Yonatan Belinkov 27 35 0 20 Oct 2022
The User-Aware Arabic Gender Rewriter Bashar Alhafni Ossama Obeid Nizar Habash 29 2 0 14 Oct 2022
Controlling Bias Exposure for Fair Interpretable Predictions Zexue He Yu-Xiang Wang Julian McAuley Bodhisattwa Prasad Majumder 27 19 0 14 Oct 2022
Screening Gender Transfer in Neural Machine Translation Guillaume Wisniewski Lichao Zhu Nicolas Bailler François Yvon 6 4 0 25 Feb 2022
CALCS 2021 Shared Task: Machine Translation for Code-Switched Data Shuguang Chen Gustavo Aguilar A. Srinivasan Mona T. Diab Thamar Solorio 39 15 0 19 Feb 2022
A Survey on Gender Bias in Natural Language Processing Karolina Stañczak Isabelle Augenstein 30 110 0 28 Dec 2021
Investigating Cross-Linguistic Gender Bias in Hindi-English Across Domains S N Khosla 18 0 0 22 Nov 2021
Empirical Analysis of Korean Public AI Hub Parallel Corpora and in-depth Analysis using LIWC Chanjun Park Midan Shim Sugyeong Eo Seolhwa Lee Jaehyung Seo Hyeonseok Moon Heuiseok Lim 16 8 0 28 Oct 2021
Multilingual Document-Level Translation Enables Zero-Shot Transfer From Sentences to Documents Biao Zhang Ankur Bapna Melvin Johnson A. Dabirmoghaddam N. Arivazhagan Orhan Firat 34 12 0 21 Sep 2021
Balancing out Bias: Achieving Fairness Through Balanced Training Xudong Han Timothy Baldwin Trevor Cohn 26 39 0 16 Sep 2021
Examining Covert Gender Bias: A Case Study in Turkish and English Machine Translation Models Chloe Ciora Nur Iren Malihe Alikhani 32 20 0 23 Aug 2021
Quantifying Social Biases in NLP: A Generalization and Empirical Comparison of Extrinsic Fairness Metrics Paula Czarnowska Yogarshi Vyas Kashif Shah 21 104 0 28 Jun 2021
Domain Adaptation and Multi-Domain Adaptation for Neural Machine Translation: A Survey Danielle Saunders AI4CE 25 85 0 14 Apr 2021
Learning causal representations for robust domain adaptation shuai Yang Kui Yu Fuyuan Cao Lin Liu Hongya Wang Jiuyong Li OOD CML TTA 18 44 0 12 Nov 2020
Evaluating Gender Bias in Speech Translation Marta R. Costa-jussá Christine Basta Gerard I. Gállego 32 21 0 27 Oct 2020
Neural Machine Translation Doesn't Translate Gender Coreference Right Unless You Make It Danielle Saunders Rosie Sallis Bill Byrne 19 63 0 11 Oct 2020
Elastic weight consolidation for better bias inoculation James Thorne Andreas Vlachos 22 11 0 29 Apr 2020