v1v2 (latest)

First the worst: Finding better gender translations during beam search

15 April 2021

Papers citing "First the worst: Finding better gender translations during beam search"

27 / 27 papers shown

Title
Gender Bias Amplification During Speed-Quality Optimization in Neural Machine Translation Adithya Renduchintala Denise Díaz Kenneth Heafield Xian Li Mona T. Diab 63 41 0 01 Jun 2021
They, Them, Theirs: Rewriting with Gender-Neutral English Tony Sun Kellie Webster Apurva Shah William Yang Wang Melvin Johnson 84 60 0 12 Feb 2021
Decoding and Diversity in Machine Translation Nicholas Roberts Davis Liang Graham Neubig Zachary Chase Lipton 56 21 0 26 Nov 2020
Mitigating Gender Bias in Machine Translation with Target Gender Annotations Arturs Stafanovivcs Toms Bergmanis Marcis Pinnis 56 58 0 13 Oct 2020
Neural Machine Translation Doesn't Translate Gender Coreference Right Unless You Make It Danielle Saunders Rosie Sallis Bill Byrne 63 64 0 11 Oct 2020
Reducing Gender Bias in Neural Machine Translation as a Domain Adaptation Problem Danielle Saunders Bill Byrne AI4CE 126 140 0 09 Apr 2020
Predictive Biases in Natural Language Processing Models: A Conceptual Framework and Overview Deven Santosh Shah H. Andrew Schwartz Dirk Hovy AI4CE 114 260 0 09 Nov 2019
Getting Gender Right in Neural Machine Translation Eva Vanmassenhove Christian Hardmeier Andy Way 85 197 0 11 Sep 2019
On NMT Search Errors and Model Errors: Cat Got Your Tongue? Felix Stahlberg Bill Byrne LRM 87 154 0 27 Aug 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 697 24,572 0 26 Jul 2019
Lost in Translation: Loss and Decay of Linguistic Richness in Machine Translation Eva Vanmassenhove D. Shterionov Andy Way 43 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 108 563 0 21 Jun 2019
Evaluating Gender Bias in Machine Translation Gabriel Stanovsky Noah A. Smith Luke Zettlemoyer 95 406 0 03 Jun 2019
Filling Gender & Number Gaps in Neural Machine Translation with Black-box Context Injection Amit Moryossef Roee Aharoni Yoav Goldberg 46 52 0 08 Mar 2019
Equalizing Gender Biases in Neural Machine Translation with Word Embeddings Techniques Joel Escudé Font Marta R. Costa-jussá 74 170 0 10 Jan 2019
Gender Bias in Coreference Resolution Rachel Rudinger Jason Naradowsky Brian Leonard Benjamin Van Durme 72 645 0 25 Apr 2018
A Call for Clarity in Reporting BLEU Scores Matt Post 184 2,998 0 23 Apr 2018
Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods Jieyu Zhao Tianlu Wang Mark Yatskar Vicente Ordonez Kai-Wei Chang 133 946 0 18 Apr 2018
Tensor2Tensor for Neural Machine Translation Ashish Vaswani Samy Bengio E. Brevdo François Chollet Aidan Gomez ... Nal Kalchbrenner Niki Parmar Ryan Sepassi Noam M. Shazeer Jakob Uszkoreit 98 530 0 16 Mar 2018
DEMorphy, German Language Morphological Analyzer Duygu Altinok 39 14 0 02 Mar 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 113 974 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 805 132,725 0 12 Jun 2017
Is Neural Machine Translation Ready for Deployment? A Case Study on 30 Translation Directions Marcin Junczys-Dowmunt Tomasz Dwojak Hieu T. Hoang 99 199 0 04 Oct 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 114 3,159 0 21 Jul 2016
Syntactically Guided Neural Machine Translation Felix Stahlberg Eva Hasler Aurelien Waite Bill Byrne 64 65 0 15 May 2016
A Diversity-Promoting Objective Function for Neural Conversation Models Jiwei Li Michel Galley Chris Brockett Jianfeng Gao W. Dolan 149 2,406 0 11 Oct 2015
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 238 7,765 0 31 Aug 2015