v1v2v3v4 (latest)

Assessing Gender Bias in Machine Translation -- A Case Study with Google Translate

6 September 2018

Papers citing "Assessing Gender Bias in Machine Translation -- A Case Study with Google Translate"

41 / 141 papers shown

Title
Trustworthy AI: A Computational Perspective Haochen Liu Yiqi Wang Wenqi Fan Xiaorui Liu Yaxin Li Shaili Jain Yunhao Liu Anil K. Jain Jiliang Tang FaML 196 213 0 12 Jul 2021
Ethics Sheets for AI Tasks Saif M. Mohammad 89 32 0 02 Jul 2021
Gender Bias Hidden Behind Chinese Word Embeddings: The Case of Chinese Adjectives Meichun Jiao Ziyang Luo 66 9 0 01 Jun 2021
How to Split: the Effect of Word Segmentation on Gender Bias in Speech Translation Marco Gaido Beatrice Savoldi L. Bentivogli Matteo Negri Marco Turchi 105 15 0 28 May 2021
The Authors Matter: Understanding and Mitigating Implicit Bias in Deep Text Classification Haochen Liu Wei Jin Hamid Karimi Zitao Liu Jiliang Tang 56 32 0 06 May 2021
Investigating Failures of Automatic Translation in the Case of Unambiguous Gender Adithya Renduchintala Adina Williams 78 28 0 16 Apr 2021
Improving Gender Translation Accuracy with Filtered Self-Training Prafulla Kumar Choubey Anna Currey Prashant Mathur Georgiana Dinu 38 10 0 15 Apr 2021
Domain Adaptation and Multi-Domain Adaptation for Neural Machine Translation: A Survey Danielle Saunders AI4CE 132 92 0 14 Apr 2021
Gender Bias in Machine Translation Beatrice Savoldi Marco Gaido L. Bentivogli Matteo Negri Marco Turchi 201 209 0 13 Apr 2021
Macro-Average: Rare Types Are Important Too Thamme Gowda Weiqiu You Constantine Lignos Jonathan May 34 26 0 12 Apr 2021
End-To-End Bias Mitigation: Removing Gender Bias in Deep Learning Tal Feldman Ashley Peake FaML 73 14 0 06 Apr 2021
WordBias: An Interactive Visual Tool for Discovering Intersectional Biases Encoded in Word Embeddings Bhavya Ghai Md. Naimul Hoque Klaus Mueller 84 26 0 05 Mar 2021
Gender Bias in Multilingual Neural Machine Translation: The Architecture Matters Marta R. Costa-jussá Carlos Escolano Christine Basta Javier Ferrando Roser Batlle-Roca Ksenia Kharitonova 79 18 0 24 Dec 2020
A Distributional Approach to Controlled Text Generation Muhammad Khalifa Hady ElSahar Marc Dymetman 176 119 0 21 Dec 2020
Challenges in Deploying Machine Learning: a Survey of Case Studies Andrei Paleyes Raoul-Gabriel Urma Neil D. Lawrence 71 409 0 18 Nov 2020
How to Measure Gender Bias in Machine Translation: Optimal Translators, Multiple Reference Points A. Farkas Renáta Németh 16 10 0 12 Nov 2020
Intentonomy: a Dataset and Study towards Human Intent Understanding Menglin Jia Zuxuan Wu A. Reiter Claire Cardie Serge J. Belongie Ser-Nam Lim 51 29 0 11 Nov 2020
Beyond English-Centric Multilingual Machine Translation Angela Fan Shruti Bhosale Holger Schwenk Zhiyi Ma Ahmed El-Kishky ... Vitaliy Liptchinsky Sergey Edunov Edouard Grave Michael Auli Armand Joulin LRM 102 865 0 21 Oct 2020
Mitigating Gender Bias in Machine Translation with Target Gender Annotations Arturs Stafanovivcs Toms Bergmanis Marcis Pinnis 65 59 0 13 Oct 2020
Measuring and Reducing Gendered Correlations in Pre-trained Models Kellie Webster Xuezhi Wang Ian Tenney Alex Beutel Emily Pitler Ellie Pavlick Jilin Chen Ed Chi Slav Petrov FaML 117 260 0 12 Oct 2020
Neural Machine Translation Doesn't Translate Gender Coreference Right Unless You Make It Danielle Saunders Rosie Sallis Bill Byrne 78 64 0 11 Oct 2020
Mitigating Gender Bias for Neural Dialogue Generation with Adversarial Learning Haochen Liu Wentao Wang Yiqi Wang Hui Liu Zitao Liu Jiliang Tang 86 71 0 28 Sep 2020
Type B Reflexivization as an Unambiguous Testbed for Multilingual Multi-Task Gender Bias Ana Valeria González Maria Barrett Rasmus Hvingelby Kellie Webster Anders Søgaard 56 27 0 24 Sep 2020
Gender in Danger? Evaluating Speech Translation Technology on the MuST-SHE Corpus L. Bentivogli Beatrice Savoldi Matteo Negri Mattia Antonino Di Gangi R. Cattoni Marco Turchi 73 64 0 10 Jun 2020
Language (Technology) is Power: A Critical Survey of "Bias" in NLP Su Lin Blodgett Solon Barocas Hal Daumé Hanna M. Wallach 159 1,261 0 28 May 2020
MT-Adapted Datasheets for Datasets: Template and Repository Marta R. Costa-jussá Roger Creus Oriol Domingo A. Domínguez Miquel Escobar Cayetana López Marina Garcia Margarita Geleta 72 12 0 27 May 2020
Automatically Identifying Gender Issues in Machine Translation using Perturbations Hila Gonen Kellie Webster 86 41 0 29 Apr 2020
Reducing Gender Bias in Neural Machine Translation as a Domain Adaptation Problem Danielle Saunders Bill Byrne AI4CE 152 140 0 09 Apr 2020
On the Integration of LinguisticFeatures into Statistical and Neural Machine Translation Eva Vanmassenhove 28 0 0 31 Mar 2020
GeBioToolkit: Automatic Extraction of Gender-Balanced Multilingual Corpus of Wikipedia Biographies Marta R. Costa-jussá P. Lin C. España-Bonet SyDa 64 25 0 10 Dec 2019
Predictive Biases in Natural Language Processing Models: A Conceptual Framework and Overview Deven Santosh Shah H. Andrew Schwartz Dirk Hovy AI4CE 134 261 0 09 Nov 2019
Toward Gender-Inclusive Coreference Resolution Yang Trista Cao Hal Daumé 100 145 0 30 Oct 2019
Does Gender Matter? Towards Fairness in Dialogue Systems Haochen Liu Jamell Dacon Wenqi Fan Hui Liu Zitao Liu Jiliang Tang 163 144 0 16 Oct 2019
The Woman Worked as a Babysitter: On Biases in Language Generation Emily Sheng Kai-Wei Chang Premkumar Natarajan Nanyun Peng 298 651 0 03 Sep 2019
Gender Representation in French Broadcast Corpora and Its Impact on ASR Performance Mahault Garnerin Solange Rossato Laurent Besacier 71 52 0 23 Aug 2019
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 607 22 0 23 Aug 2019
Lost in Translation: Loss and Decay of Linguistic Richness in Machine Translation Eva Vanmassenhove D. Shterionov Andy Way 64 94 0 28 Jun 2019
Mitigating Gender Bias in Natural Language Processing: Literature Review Tony Sun Andrew Gaut Shirlyn Tang Yuxin Huang Mai Elsherief Jieyu Zhao Diba Mirza E. Belding-Royer Kai-Wei Chang William Yang Wang AI4CE 141 563 0 21 Jun 2019
Gender-preserving Debiasing for Pre-trained Word Embeddings Masahiro Kaneko Danushka Bollegala FaML 72 131 0 03 Jun 2019
On Measuring Gender Bias in Translation of Gender-neutral Pronouns Won Ik Cho Jiwon Kim Seokhwan Kim N. Kim 72 88 0 28 May 2019
Equalizing Gender Biases in Neural Machine Translation with Word Embeddings Techniques Joel Escudé Font Marta R. Costa-jussá 82 170 0 10 Jan 2019