Gender-preserving Debiasing for Pre-trained Word Embeddings

3 June 2019

Papers citing "Gender-preserving Debiasing for Pre-trained Word Embeddings"

23 / 73 papers shown

Title
Obtaining Better Static Word Embeddings Using Contextual Embedding Models Prakhar Gupta Martin Jaggi 81 30 0 08 Jun 2021
Unmasking the Mask -- Evaluating Social Biases in Masked Language Models Masahiro Kaneko Danushka Bollegala 63 72 0 15 Apr 2021
An Interpretability Illusion for BERT Tolga Bolukbasi Adam Pearce Ann Yuan Andy Coenen Emily Reif Fernanda Viégas Martin Wattenberg MILM FAtt 100 82 0 14 Apr 2021
FairFil: Contrastive Neural Debiasing Method for Pretrained Text Encoders Pengyu Cheng Weituo Hao Siyang Yuan Shijing Si Lawrence Carin 77 105 0 11 Mar 2021
Dictionary-based Debiasing of Pre-trained Word Embeddings Masahiro Kaneko Danushka Bollegala FaML 97 38 0 23 Jan 2021
Debiasing Pre-trained Contextualised Embeddings Masahiro Kaneko Danushka Bollegala 260 143 0 23 Jan 2021
Debiasing Convolutional Neural Networks via Meta Orthogonalization Kurtis Evan David Qiang Liu Ruth C. Fong FaML 41 3 0 15 Nov 2020
Situated Data, Situated Systems: A Methodology to Engage with Power Relations in Natural Language Processing Research Lucy Havens Melissa Mhairi Terras Benjamin Bach Beatrice Alex 87 22 0 11 Nov 2020
Fair Embedding Engine: A Library for Analyzing and Mitigating Gender Bias in Word Embeddings Vaibhav Kumar Tenzin Singhay Bhotia Vaibhav Kumar FaML 35 2 0 25 Oct 2020
Autoencoding Improves Pre-trained Word Embeddings Masahiro Kaneko Danushka Bollegala LLMSV 56 14 0 25 Oct 2020
Detect All Abuse! Toward Universal Abusive Language Detection Models Kunze Wang Dong Lu S. Han Siqu Long Josiah Poon 84 23 0 08 Oct 2020
Robustness and Reliability of Gender Bias Assessment in Word Embeddings: The Role of Base Pairs Haiyang Zhang Alison Sneyd Mark Stevenson 41 14 0 06 Oct 2020
Reflection-based Word Attribute Transfer Yoichi Ishibashi Katsuhito Sudoh Koichiro Yoshino Satoshi Nakamura CVBM 13 3 0 06 Jul 2020
MDR Cluster-Debias: A Nonlinear WordEmbedding Debiasing Pipeline Yuhao Du K. Joseph 29 3 0 20 Jun 2020
Nurse is Closer to Woman than Surgeon? Mitigating Gender-Biased Proximities in Word Embeddings Vaibhav Kumar Tenzin Singhay Bhotia Vaibhav Kumar Tanmoy Chakraborty CVBM 84 46 0 02 Jun 2020
Language (Technology) is Power: A Critical Survey of "Bias" in NLP Su Lin Blodgett Solon Barocas Hal Daumé Hanna M. Wallach 159 1,257 0 28 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 251 57 0 03 May 2020
Multi-Dimensional Gender Bias Classification Emily Dinan Angela Fan Ledell Yu Wu Jason Weston Douwe Kiela Adina Williams FaML 77 124 0 01 May 2020
Beneath the Tip of the Iceberg: Current Challenges and New Directions in Sentiment Analysis Research Soujanya Poria Devamanyu Hazarika Navonil Majumder Rada Mihalcea 135 222 0 01 May 2020
Neutralizing Gender Bias in Word Embedding with Latent Disentanglement and Counterfactual Generation Seung-Jae Shin Kyungwoo Song Joonho Jang Hyemi Kim Weonyoung Joo Il-Chul Moon 78 21 0 07 Apr 2020
A Causal Inference Method for Reducing Gender Bias in Word Embedding Relations Zekun Yang Juan Feng FaML 57 35 0 25 Nov 2019
Queens are Powerful too: Mitigating Gender Bias in Dialogue Generation Emily Dinan Angela Fan Adina Williams Jack Urbanek Douwe Kiela Jason Weston 121 208 0 10 Nov 2019
Measuring Societal Biases from Text Corpora with Smoothed First-Order Co-occurrence Navid Rekabsaz Robert West James Henderson Allan Hanbury 33 0 0 13 Dec 2018