Equalizing Gender Biases in Neural Machine Translation with Word
Embeddings Techniques

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Equalizing Gender Biases in Neural Machine Translation with Word Embeddings Techniques

10 January 2019

Joel Escudé Font

Marta R. Costa-jussá

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Papers citing "Equalizing Gender Biases in Neural Machine Translation with Word Embeddings Techniques"

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Title
Mitigating Gender Bias in Captioning Systems Ruixiang Tang Mengnan Du Yuening Li Zirui Liu Na Zou Xia Hu FaML 46 66 0 15 Jun 2020
Getting Gender Right in Neural Machine Translation Eva Vanmassenhove Christian Hardmeier Andy Way 81 196 0 11 Sep 2019
Assessing Gender Bias in Machine Translation -- A Case Study with Google Translate Marcelo O. R. Prates Pedro H. C. Avelar Luís C. Lamb 61 349 0 06 Sep 2018
Learning Gender-Neutral Word Embeddings Jieyu Zhao Yichao Zhou Zeyu Li Wei Wang Kai-Wei Chang FaML 98 415 0 29 Aug 2018
Reducing Gender Bias in Abusive Language Detection Ji Ho Park Jamin Shin Pascale Fung FaML 51 341 0 22 Aug 2018
Judging a Book by its Description : Analyzing Gender Stereotypes in the Man Bookers Prize Winning Fiction Nishtha Madaan S. Mehta Shravika Mittal Ashima Suvarna AI4CE FaML 17 4 0 25 Jul 2018
Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods Jieyu Zhao Tianlu Wang Mark Yatskar Vicente Ordonez Kai-Wei Chang 122 941 0 18 Apr 2018
When and Why are Pre-trained Word Embeddings Useful for Neural Machine Translation? Ye Qi Devendra Singh Sachan Matthieu Felix Sarguna Padmanabhan Graham Neubig 97 343 0 17 Apr 2018
Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints Jieyu Zhao Tianlu Wang Mark Yatskar Vicente Ordonez Kai-Wei Chang FaML 97 971 0 29 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 722 132,199 0 12 Jun 2017
Convolutional Sequence to Sequence Learning Jonas Gehring Michael Auli David Grangier Denis Yarats Yann N. Dauphin AIMat 171 3,288 0 08 May 2017
Semantics derived automatically from language corpora contain human-like biases Aylin Caliskan J. Bryson Arvind Narayanan 213 2,670 0 25 Aug 2016
Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings Tolga Bolukbasi Kai-Wei Chang James Zou Venkatesh Saligrama Adam Kalai CVBM FaML 110 3,148 0 21 Jul 2016
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 437 20,568 0 10 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 573 27,311 0 01 Sep 2014
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 680 31,538 0 16 Jan 2013