Gender Bias in Contextualized Word Embeddings

5 April 2019

Papers citing "Gender Bias in Contextualized Word Embeddings"

41 / 241 papers shown

Title
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
Gender Bias in Multilingual Embeddings and Cross-Lingual Transfer Jieyu Zhao Subhabrata Mukherjee Saghar Hosseini Kai-Wei Chang Ahmed Hassan Awadallah 14 88 0 02 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
Do Neural Ranking Models Intensify Gender Bias? Navid Rekabsaz Markus Schedl 16 57 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 47 207 0 01 May 2020
Does Data Augmentation Improve Generalization in NLP? Rohan Jha Charles Lovering Ellie Pavlick 25 10 0 30 Apr 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 30 20 0 07 Apr 2020
FairALM: Augmented Lagrangian Method for Training Fair Models with Little Regret Vishnu Suresh Lokhande A. K. Akash Sathya Ravi Vikas Singh FaML 20 31 0 03 Apr 2020
Hurtful Words: Quantifying Biases in Clinical Contextual Word Embeddings H. Zhang Amy X. Lu Mohamed Abdalla Matthew B. A. McDermott Marzyeh Ghassemi 10 171 0 11 Mar 2020
Measuring Social Biases in Grounded Vision and Language Embeddings Candace Ross Boris Katz Andrei Barbu 22 63 0 20 Feb 2020
Algorithmic Fairness Dana Pessach E. Shmueli FaML 33 386 0 21 Jan 2020
RobBERT: a Dutch RoBERTa-based Language Model Pieter Delobelle Thomas Winters Bettina Berendt 15 233 0 17 Jan 2020
RECAST: Interactive Auditing of Automatic Toxicity Detection Models Austin P. Wright Omar Shaikh Haekyu Park Will Epperson Muhammed Ahmed Stephane Pinel Diyi Yang Duen Horng Chau KELM 31 6 0 07 Jan 2020
Think Locally, Act Globally: Federated Learning with Local and Global Representations Paul Pu Liang Terrance Liu Liu Ziyin Nicholas B. Allen Randy P. Auerbach David Brent Ruslan Salakhutdinov Louis-Philippe Morency FedML 32 551 0 06 Jan 2020
Generating Interactive Worlds with Text Angela Fan Jack Urbanek Pratik Ringshia Emily Dinan Emma Qian ... Shrimai Prabhumoye Douwe Kiela Tim Rocktaschel Arthur Szlam Jason Weston 27 27 0 20 Nov 2019
Queens are Powerful too: Mitigating Gender Bias in Dialogue Generation Emily Dinan Angela Fan Adina Williams Jack Urbanek Douwe Kiela Jason Weston 32 206 0 10 Nov 2019
Towards Understanding Gender Bias in Relation Extraction Andrew Gaut Tony Sun Shirlyn Tang Yuxin Huang Jing Qian ... Jieyu Zhao Diba Mirza E. Belding Kai-Wei Chang William Yang Wang FaML 33 40 0 09 Nov 2019
Reducing Sentiment Bias in Language Models via Counterfactual Evaluation Po-Sen Huang Huan Zhang Ray Jiang Robert Stanforth Johannes Welbl Jack W. Rae Vishal Maini Dani Yogatama Pushmeet Kohli 33 206 0 08 Nov 2019
Coreference Resolution as Query-based Span Prediction Wei Wu Fei Wang Arianna Yuan Fei Wu Jiwei Li LRM 36 180 0 05 Nov 2019
Assessing Social and Intersectional Biases in Contextualized Word Representations Y. Tan Elisa Celis FaML 27 223 0 04 Nov 2019
Man is to Person as Woman is to Location: Measuring Gender Bias in Named Entity Recognition Ninareh Mehrabi Thamme Gowda Fred Morstatter Nanyun Peng Aram Galstyan 15 57 0 24 Oct 2019
A Neural Entity Coreference Resolution Review Nikolaos Stylianou I. Vlahavas 24 38 0 21 Oct 2019
A General Framework for Implicit and Explicit Debiasing of Distributional Word Vector Spaces Anne Lauscher Goran Glavas Simone Paolo Ponzetto Ivan Vulić 29 61 0 13 Sep 2019
Examining Gender Bias in Languages with Grammatical Gender Pei Zhou Weijia Shi Jieyu Zhao Kuan-Hao Huang Muhao Chen Ryan Cotterell Kai-Wei Chang 18 103 0 05 Sep 2019
Rotate King to get Queen: Word Relationships as Orthogonal Transformations in Embedding Space Kawin Ethayarajh LLMSV 18 13 0 02 Sep 2019
Automatically Inferring Gender Associations from Language Serina Chang Kathleen McKeown FaML 10 11 0 30 Aug 2019
Unlearn Dataset Bias in Natural Language Inference by Fitting the Residual He He Sheng Zha Haohan Wang 22 197 0 28 Aug 2019
On Measuring and Mitigating Biased Inferences of Word Embeddings Sunipa Dev Tao Li J. M. Phillips Vivek Srikumar 12 167 0 25 Aug 2019
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 338 4,230 0 23 Aug 2019
Multilingual, Multi-scale and Multi-layer Visualization of Intermediate Representations Carlos Escolano Marta R. Costa-jussá Elora Lacroux Pere-Pau Vázquez AI4TS 13 6 0 01 Jul 2019
Good Secretaries, Bad Truck Drivers? Occupational Gender Stereotypes in Sentiment Analysis J. Bhaskaran Isha Bhallamudi 27 46 0 24 Jun 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
Measuring Bias in Contextualized Word Representations Keita Kurita Nidhi Vyas Ayush Pareek A. Black Yulia Tsvetkov 63 444 0 18 Jun 2019
Conceptor Debiasing of Word Representations Evaluated on WEAT S. Karve Lyle Ungar João Sedoc FaML 22 33 0 14 Jun 2019
Counterfactual Data Augmentation for Mitigating Gender Stereotypes in Languages with Rich Morphology Ran Zmigrod Sabrina J. Mielke Hanna M. Wallach Ryan Cotterell 6 274 0 11 Jun 2019
Variational Pretraining for Semi-supervised Text Classification Suchin Gururangan T. Dang Dallas Card Noah A. Smith VLM 13 111 0 05 Jun 2019
Entity-Centric Contextual Affective Analysis Anjalie Field Yulia Tsvetkov 30 31 0 05 Jun 2019
Fair is Better than Sensational:Man is to Doctor as Woman is to Doctor Malvina Nissim Rik van Noord Rob van der Goot FaML 23 102 0 23 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
Measuring Societal Biases from Text Corpora with Smoothed First-Order Co-occurrence Navid Rekabsaz Robert West James Henderson Allan Hanbury 13 0 0 13 Dec 2018
Gender Bias in Neural Natural Language Processing Kaiji Lu Piotr (Peter) Mardziel Fangjing Wu Preetam Amancharla Anupam Datta 29 347 0 31 Jul 2018