Mitigating Gender Bias in Natural Language Processing: Literature Review

21 June 2019

Papers citing "Mitigating Gender Bias in Natural Language Processing: Literature Review"

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Title
Hope Speech detection in under-resourced Kannada language Adeep Hande R. Priyadharshini Anbukkarasi Sampath K. Thamburaj Prabakaran Chandran Bharathi Raja Chakravarthi 16 28 0 10 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
Your fairness may vary: Pretrained language model fairness in toxic text classification Ioana Baldini Dennis L. Wei K. Ramamurthy Mikhail Yurochkin Moninder Singh 26 53 0 03 Aug 2021
Interactive Storytelling for Children: A Case-study of Design and Development Considerations for Ethical Conversational AI J. Chubb S. Missaoui S. Concannon Liam Maloney James Alfred Walker 13 29 0 20 Jul 2021
Intersectional Bias in Causal Language Models Liam Magee Lida Ghahremanlou K. Soldatić S. Robertson 191 31 0 16 Jul 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
Towards Understanding and Mitigating Social Biases in Language Models Paul Pu Liang Chiyu Wu Louis-Philippe Morency Ruslan Salakhutdinov 36 380 0 24 Jun 2021
A Survey of Race, Racism, and Anti-Racism in NLP Anjalie Field Su Lin Blodgett Zeerak Talat Yulia Tsvetkov 36 122 0 21 Jun 2021
Does Robustness Improve Fairness? Approaching Fairness with Word Substitution Robustness Methods for Text Classification Yada Pruksachatkun Satyapriya Krishna Jwala Dhamala Rahul Gupta Kai-Wei Chang 14 32 0 21 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
Towards Equal Gender Representation in the Annotations of Toxic Language Detection Elizabeth Excell Noura Al Moubayed 19 14 0 04 Jun 2021
Ethical-Advice Taker: Do Language Models Understand Natural Language Interventions? Jieyu Zhao Daniel Khashabi Tushar Khot Ashish Sabharwal Kai-Wei Chang KELM 18 49 0 02 Jun 2021
Changing the World by Changing the Data Anna Rogers 16 71 0 28 May 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 65 15 0 28 May 2021
Metadata Normalization Mandy Lu Qingyu Zhao Jiequan Zhang K. Pohl L. Fei-Fei Juan Carlos Niebles Ehsan Adeli 17 20 0 19 Apr 2021
Human-Imitating Metrics for Training and Evaluating Privacy Preserving Emotion Recognition Models Using Sociolinguistic Knowledge Mimansa Jaiswal E. Provost 31 0 0 18 Apr 2021
Improving Gender Translation Accuracy with Filtered Self-Training Prafulla Kumar Choubey Anna Currey Prashant Mathur Georgiana Dinu 15 10 0 15 Apr 2021
First the worst: Finding better gender translations during beam search D. Saunders Rosie Sallis Bill Byrne 22 27 0 15 Apr 2021
Domain Adaptation and Multi-Domain Adaptation for Neural Machine Translation: A Survey Danielle Saunders AI4CE 25 85 0 14 Apr 2021
Gender Bias in Machine Translation Beatrice Savoldi Marco Gaido L. Bentivogli Matteo Negri Marco Turchi 64 192 0 13 Apr 2021
Semantic maps and metrics for science Semantic maps and metrics for science using deep transformer encoders Brendan Chambers James A. Evans MedIm 13 0 0 13 Apr 2021
HLE-UPC at SemEval-2021 Task 5: Multi-Depth DistilBERT for Toxic Spans Detection Rafel Palliser Albert Rial 6 6 0 01 Apr 2021
SelfExplain: A Self-Explaining Architecture for Neural Text Classifiers Dheeraj Rajagopal Vidhisha Balachandran Eduard H. Hovy Yulia Tsvetkov MILM SSL FAtt AI4TS 19 65 0 23 Mar 2021
Lawyers are Dishonest? Quantifying Representational Harms in Commonsense Knowledge Resources Ninareh Mehrabi Pei Zhou Fred Morstatter Jay Pujara Xiang Ren Aram Galstyan AILaw 13 44 0 21 Mar 2021
Large Pre-trained Language Models Contain Human-like Biases of What is Right and Wrong to Do P. Schramowski Cigdem Turan Nico Andersen Constantin Rothkopf Kristian Kersting 33 281 0 08 Mar 2021
Exploring a Makeup Support System for Transgender Passing based on Automatic Gender Recognition T. Chong Nolwenn Maudet Katsuki Harima Takeo Igarashi 11 15 0 08 Mar 2021
They, Them, Theirs: Rewriting with Gender-Neutral English Tony Sun Kellie Webster Apurva Shah William Yang Wang Melvin Johnson 19 59 0 12 Feb 2021
Machine Translationese: Effects of Algorithmic Bias on Linguistic Complexity in Machine Translation Eva Vanmassenhove D. Shterionov M. Gwilliam 14 94 1 30 Jan 2021
BOLD: Dataset and Metrics for Measuring Biases in Open-Ended Language Generation Jwala Dhamala Tony Sun Varun Kumar Satyapriya Krishna Yada Pruksachatkun Kai-Wei Chang Rahul Gupta 16 372 0 27 Jan 2021
Re-imagining Algorithmic Fairness in India and Beyond Nithya Sambasivan Erin Arnesen Ben Hutchinson Tulsee Doshi Vinodkumar Prabhakaran FaML 17 174 0 25 Jan 2021
Stereotype and Skew: Quantifying Gender Bias in Pre-trained and Fine-tuned Language Models Daniel de Vassimon Manela D. Errington Thomas Fisher B. V. Breugel Pasquale Minervini 11 88 0 24 Jan 2021
Censorship of Online Encyclopedias: Implications for NLP Models Eddie Yang Margaret E. Roberts 21 16 0 22 Jan 2021
Understanding the Tradeoffs in Client-side Privacy for Downstream Speech Tasks Peter Wu Paul Pu Liang Jiatong Shi Ruslan Salakhutdinov Shinji Watanabe Louis-Philippe Morency 26 8 0 22 Jan 2021
Investigating Memorization of Conspiracy Theories in Text Generation Sharon Levy Michael Stephen Saxon Luu Anh Tuan 11 18 0 02 Jan 2021
Breeding Gender-aware Direct Speech Translation Systems Marco Gaido Beatrice Savoldi L. Bentivogli Matteo Negri Marco Turchi 40 20 0 09 Dec 2020
Removing Spurious Features can Hurt Accuracy and Affect Groups Disproportionately Fereshte Khani Percy Liang FaML 13 65 0 07 Dec 2020
The Geometry of Distributed Representations for Better Alignment, Attenuated Bias, and Improved Interpretability Sunipa Dev 29 1 0 25 Nov 2020
Unequal Representations: Analyzing Intersectional Biases in Word Embeddings Using Representational Similarity Analysis Michael A. Lepori 40 12 0 24 Nov 2020
Argument from Old Man's View: Assessing Social Bias in Argumentation Maximilian Spliethover Henning Wachsmuth 6 20 0 24 Nov 2020
Automatic Detection of Machine Generated Text: A Critical Survey Ganesh Jawahar Muhammad Abdul-Mageed L. Lakshmanan DeLMO 11 229 0 02 Nov 2020
Evaluating Bias In Dutch Word Embeddings Rodrigo Alejandro Chávez Mulsa Gerasimos Spanakis 18 20 0 31 Oct 2020
Unmasking Contextual Stereotypes: Measuring and Mitigating BERT's Gender Bias Marion Bartl Malvina Nissim Albert Gatt 22 123 0 27 Oct 2020
Formalizing Trust in Artificial Intelligence: Prerequisites, Causes and Goals of Human Trust in AI Alon Jacovi Ana Marasović Tim Miller Yoav Goldberg 255 426 0 15 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
Case Study: Deontological Ethics in NLP Shrimai Prabhumoye Brendon Boldt Ruslan Salakhutdinov A. Black AILaw 16 27 0 09 Oct 2020
Astraea: Grammar-based Fairness Testing E. Soremekun Sakshi Udeshi Sudipta Chattopadhyay 26 27 0 06 Oct 2020
UnQovering Stereotyping Biases via Underspecified Questions Tao Li Tushar Khot Daniel Khashabi Ashish Sabharwal Vivek Srikumar 17 131 0 06 Oct 2020
Fairness in Machine Learning: A Survey Simon Caton C. Haas FaML 32 615 0 04 Oct 2020
Differentially Private Representation for NLP: Formal Guarantee and An Empirical Study on Privacy and Fairness Lingjuan Lyu Xuanli He Yitong Li 35 89 0 03 Oct 2020
Interpreting Graph Neural Networks for NLP With Differentiable Edge Masking M. Schlichtkrull Nicola De Cao Ivan Titov AI4CE 36 214 0 01 Oct 2020