Adversarial Examples Generation for Reducing Implicit Gender Bias in
Pre-trained Models

Adversarial Examples Generation for Reducing Implicit Gender Bias in Pre-trained Models

3 October 2021

Wenqian Ye

Papers citing "Adversarial Examples Generation for Reducing Implicit Gender Bias in Pre-trained Models"

16 / 16 papers shown

Title
An Empirical Study on Robustness to Spurious Correlations using Pre-trained Language Models Lifu Tu Garima Lalwani Spandana Gella He He LRM 85 186 0 14 Jul 2020
Double-Hard Debias: Tailoring Word Embeddings for Gender Bias Mitigation Tianlu Wang Xi Lin Nazneen Rajani Bryan McCann Vicente Ordonez Caimng Xiong CVBM 217 57 0 03 May 2020
Gender Bias in Multilingual Embeddings and Cross-Lingual Transfer Jieyu Zhao Subhabrata Mukherjee Saghar Hosseini Kai-Wei Chang Ahmed Hassan Awadallah 70 89 0 02 May 2020
Adversarial Training for Large Neural Language Models Xiaodong Liu Hao Cheng Pengcheng He Weizhu Chen Yu Wang Hoifung Poon Jianfeng Gao AAML 73 185 0 20 Apr 2020
Reducing Gender Bias in Neural Machine Translation as a Domain Adaptation Problem Danielle Saunders Bill Byrne AI4CE 116 140 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 96 259 0 09 Nov 2019
Learning the Difference that Makes a Difference with Counterfactually-Augmented Data Divyansh Kaushik Eduard H. Hovy Zachary Chase Lipton CML 84 569 0 26 Sep 2019
Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment Di Jin Zhijing Jin Qiufeng Wang Peter Szolovits SILM AAML 172 1,077 0 27 Jul 2019
Identifying and Reducing Gender Bias in Word-Level Language Models Shikha Bordia Samuel R. Bowman FaML 111 326 0 05 Apr 2019
On Measuring Social Biases in Sentence Encoders Chandler May Alex Jinpeng Wang Shikha Bordia Samuel R. Bowman Rachel Rudinger 96 599 0 25 Mar 2019
SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference Rowan Zellers Yonatan Bisk Roy Schwartz Yejin Choi 101 718 0 16 Aug 2018
Synthetic and Natural Noise Both Break Neural Machine Translation Yonatan Belinkov Yonatan Bisk 111 740 0 06 Nov 2017
Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints Jieyu Zhao Tianlu Wang Mark Yatskar Vicente Ordonez Kai-Wei Chang FaML 90 970 0 29 Jul 2017
End-to-end Neural Coreference Resolution Kenton Lee Luheng He M. Lewis Luke Zettlemoyer LRM BDL 83 894 0 21 Jul 2017
Semantics derived automatically from language corpora contain human-like biases Aylin Caliskan J. Bryson Arvind Narayanan 213 2,663 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 105 3,133 0 21 Jul 2016