Evaluating Gender Bias in Machine Translation

3 June 2019

Gabriel Stanovsky

Luke Zettlemoyer

Papers citing "Evaluating Gender Bias in Machine Translation"

37 / 87 papers shown

Title
FairEGM: Fair Link Prediction and Recommendation via Emulated Graph Modification Sean Current Yuntian He Saket Gurukar Srinivas Parthasarathy 28 13 0 27 Jan 2022
A Causal Lens for Controllable Text Generation Zhiting Hu Erran L. Li 45 59 0 22 Jan 2022
A Survey on Gender Bias in Natural Language Processing Karolina Stañczak Isabelle Augenstein 30 110 0 28 Dec 2021
Why don't people use character-level machine translation? Jindrich Libovický Helmut Schmid Alexander Fraser 65 28 0 15 Oct 2021
Faithful Target Attribute Prediction in Neural Machine Translation Xing Niu Georgiana Dinu Prashant Mathur Anna Currey 30 4 0 24 Sep 2021
The Grammar-Learning Trajectories of Neural Language Models Leshem Choshen Guy Hacohen D. Weinshall Omri Abend 29 28 0 13 Sep 2021
Collecting a Large-Scale Gender Bias Dataset for Coreference Resolution and Machine Translation Shahar Levy Koren Lazar Gabriel Stanovsky 31 64 0 08 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
On Measures of Biases and Harms in NLP Sunipa Dev Emily Sheng Jieyu Zhao Aubrie Amstutz Jiao Sun ... M. Sanseverino Jiin Kim Akihiro Nishi Nanyun Peng Kai-Wei Chang 31 80 0 07 Aug 2021
Intersectional Bias in Causal Language Models Liam Magee Lida Ghahremanlou K. Soldatić S. Robertson 191 31 0 16 Jul 2021
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 104 196 0 12 Jul 2021
Neural Machine Translation for Low-Resource Languages: A Survey Surangika Ranathunga E. Lee Marjana Prifti Skenduli Ravi Shekhar Mehreen Alam Rishemjit Kaur 38 236 0 29 Jun 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
A Discussion on Building Practical NLP Leaderboards: The Case of Machine Translation Sebastin Santy Prasanta Bhattacharya LLMAG 33 2 0 11 Jun 2021
RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models Soumya Barikeri Anne Lauscher Ivan Vulić Goran Glavas 45 178 0 07 Jun 2021
How Good Is NLP? A Sober Look at NLP Tasks through the Lens of Social Impact Zhijing Jin Geeticka Chauhan Brian Tse Mrinmaya Sachan Rada Mihalcea 30 25 0 04 Jun 2021
Domain Adaptation and Multi-Domain Adaptation for Neural Machine Translation: A Survey Danielle Saunders AI4CE 25 85 0 14 Apr 2021
Automatic Generation of Contrast Sets from Scene Graphs: Probing the Compositional Consistency of GQA Yonatan Bitton Gabriel Stanovsky Roy Schwartz Michael Elhadad CoGe 25 33 0 17 Mar 2021
WordBias: An Interactive Visual Tool for Discovering Intersectional Biases Encoded in Word Embeddings Bhavya Ghai Md. Naimul Hoque Klaus Mueller 29 26 0 05 Mar 2021
Can We Automate Scientific Reviewing? Weizhe Yuan Pengfei Liu Graham Neubig 83 84 0 30 Jan 2021
Word Alignment by Fine-tuning Embeddings on Parallel Corpora Zi-Yi Dou Graham Neubig 96 257 0 20 Jan 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 22 18 0 24 Dec 2020
Evaluating Gender Bias in Speech Translation Marta R. Costa-jussá Christine Basta Gerard I. Gállego 32 21 0 27 Oct 2020
NeuroLogic Decoding: (Un)supervised Neural Text Generation with Predicate Logic Constraints Ximing Lu Peter West Rowan Zellers Ronan Le Bras Chandra Bhagavatula Yejin Choi NAI 10 142 0 24 Oct 2020
Neural Machine Translation Doesn't Translate Gender Coreference Right Unless You Make It Danielle Saunders Rosie Sallis Bill Byrne 24 63 0 11 Oct 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 23 12 0 27 May 2020
The Unreasonable Volatility of Neural Machine Translation Models Marzieh Fadaee Christof Monz 28 16 0 25 May 2020
Towards Socially Responsible AI: Cognitive Bias-Aware Multi-Objective Learning Procheta Sen Debasis Ganguly 27 18 0 14 May 2020
On the Relationships Between the Grammatical Genders of Inanimate Nouns and Their Co-Occurring Adjectives and Verbs Adina Williams Ryan Cotterell Lawrence Wolf-Sonkin Damián E. Blasi Hanna M. Wallach 34 18 0 03 May 2020
Double-Hard Debias: Tailoring Word Embeddings for Gender Bias Mitigation Tianlu Wang Xi Lin Nazneen Rajani Bryan McCann Vicente Ordonez Caimng Xiong CVBM 157 54 0 03 May 2020
Multi-Dimensional Gender Bias Classification Emily Dinan Angela Fan Ledell Yu Wu Jason Weston Douwe Kiela Adina Williams FaML 22 122 0 01 May 2020
Imitation Attacks and Defenses for Black-box Machine Translation Systems Eric Wallace Mitchell Stern D. Song AAML 19 119 0 30 Apr 2020
Unsupervised Discovery of Implicit Gender Bias Anjalie Field Yulia Tsvetkov 9 49 0 17 Apr 2020
Reducing Gender Bias in Neural Machine Translation as a Domain Adaptation Problem Danielle Saunders Bill Byrne AI4CE 24 137 0 09 Apr 2020
GeBioToolkit: Automatic Extraction of Gender-Balanced Multilingual Corpus of Wikipedia Biographies Marta R. Costa-jussá P. Lin C. España-Bonet SyDa 31 24 0 10 Dec 2019
Queens are Powerful too: Mitigating Gender Bias in Dialogue Generation Emily Dinan Angela Fan Adina Williams Jack Urbanek Douwe Kiela Jason Weston 32 205 0 10 Nov 2019
A causal framework for explaining the predictions of black-box sequence-to-sequence models David Alvarez-Melis Tommi Jaakkola CML 232 200 0 06 Jul 2017