Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods

Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods

18 April 2018

Vicente Ordonez

Papers citing "Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods"

14 / 214 papers shown

Title
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 335 4,230 0 23 Aug 2019
WikiCREM: A Large Unsupervised Corpus for Coreference Resolution Vid Kocijan Oana-Maria Camburu Ana-Maria Cretu Yordan Yordanov Phil Blunsom Thomas Lukasiewicz 36 29 0 21 Aug 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 47 542 0 21 Jun 2019
Distilling Translations with Visual Awareness Julia Ive Pranava Madhyastha Lucia Specia VLM 30 76 0 18 Jun 2019
Unsupervised Discovery of Gendered Language through Latent-Variable Modeling Alexander Miserlis Hoyle Lawrence Wolf-Sonkin Hanna M. Wallach Isabelle Augenstein Ryan Cotterell 16 51 0 11 Jun 2019
Gendered Pronoun Resolution using BERT and an extractive question answering formulation Rakesh Chada FaML 19 10 0 09 Jun 2019
Evaluating Gender Bias in Machine Translation Gabriel Stanovsky Noah A. Smith Luke Zettlemoyer 22 395 0 03 Jun 2019
Racial Bias in Hate Speech and Abusive Language Detection Datasets Thomas Davidson Debasmita Bhattacharya Ingmar Weber 25 452 0 29 May 2019
Evaluating the Underlying Gender Bias in Contextualized Word Embeddings Christine Basta Marta R. Costa-jussá Noe Casas 16 189 0 18 Apr 2019
Gender Bias in Contextualized Word Embeddings Jieyu Zhao Tianlu Wang Mark Yatskar Ryan Cotterell Vicente Ordonez Kai-Wei Chang FaML 27 415 0 05 Apr 2019
Equalizing Gender Biases in Neural Machine Translation with Word Embeddings Techniques Joel Escudé Font Marta R. Costa-jussá 18 168 0 10 Jan 2019
Balanced Datasets Are Not Enough: Estimating and Mitigating Gender Bias in Deep Image Representations Tianlu Wang Jieyu Zhao Mark Yatskar Kai-Wei Chang Vicente Ordonez FaML 31 17 0 20 Nov 2018
Understanding the Origins of Bias in Word Embeddings Marc-Etienne Brunet Colleen Alkalay-Houlihan Ashton Anderson R. Zemel FaML 26 198 0 08 Oct 2018
Examining Gender and Race Bias in Two Hundred Sentiment Analysis Systems S. Kiritchenko Saif M. Mohammad FaML 33 432 0 11 May 2018