Racial Disparity in Natural Language Processing: A Case Study of Social Media African-American English

30 June 2017

Su Lin Blodgett

Brendan O'Connor

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Papers citing "Racial Disparity in Natural Language Processing: A Case Study of Social Media African-American English"

22 / 72 papers shown

Learning to be Fair: A Consequentialist Approach to Equitable Decision-Making

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Mitigating Dataset Harms Requires Stewardship: Lessons from 1000 Papers

Kenny Peng

Arunesh Mathur

Arvind Narayanan

371

106

06 Aug 2021

Quantifying Social Biases in NLP: A Generalization and Empirical Comparison of Extrinsic Fairness MetricsTransactions of the Association for Computational Linguistics (TACL), 2021

Paula Czarnowska

Yogarshi Vyas

Kashif Shah

220

128

28 Jun 2021

Automated Quality Assessment of Cognitive Behavioral Therapy Sessions Through Highly Contextualized Language RepresentationsPLoS ONE (PLOS ONE), 2021

Shrikanth Narayanan

144

23 Feb 2021

Towards generalisable hate speech detection: a review on obstacles and solutionsPeerJ Computer Science (PeerJ Comput. Sci.), 2021

Wenjie Yin

A. Zubiaga

301

195

17 Feb 2021

Fairkit, Fairkit, on the Wall, Who's the Fairest of Them All? Supporting Data Scientists in Training Fair Models

244

17 Dec 2020

WILDS: A Benchmark of in-the-Wild Distribution ShiftsInternational Conference on Machine Learning (ICML), 2020

...

693

1,656

14 Dec 2020

Inflating Topic Relevance with Ideology: A Case Study of Political Ideology Bias in Social Topic Detection ModelsInternational Conference on Computational Linguistics (COLING), 2020

113

29 Nov 2020

Demographic Representation and Collective Storytelling in the Me Too Twitter Hashtag Activism Movement

147

13 Oct 2020

Astraea: Grammar-based Fairness TestingIEEE Transactions on Software Engineering (TSE), 2020

E. Soremekun

Sakshi Udeshi

Sudipta Chattopadhyay

413

06 Oct 2020

Fairness in Machine Learning: A SurveyACM Computing Surveys (ACM CSUR), 2020

Simon Caton

C. Haas

FaML

546

808

04 Oct 2020

Language (Technology) is Power: A Critical Survey of "Bias" in NLPAnnual Meeting of the Association for Computational Linguistics (ACL), 2020

877

1,510

28 May 2020

Examining Racial Bias in an Online Abuse Corpus with Structural Topic Modeling

Thomas Davidson

Debasmita Bhattacharya

106

26 May 2020

Deep Learning for Political Science

Kakia Chatsiou

Slava Jankin

AI4CE

172

13 May 2020

Text and Causal Inference: A Review of Using Text to Remove Confounding from Causal EstimatesAnnual Meeting of the Association for Computational Linguistics (ACL), 2020

227

128

01 May 2020

Improving Broad-Coverage Medical Entity Linking with Semantic Type Prediction and Large-Scale DatasetsJournal of Biomedical Informatics (JBI), 2020

Shikhar Vashishth

Denis R. Newman-Griffis

Rishabh Joshi

Ritam Dutt

Carolyn Rose

280

01 May 2020

A Framework for the Computational Linguistic Analysis of DehumanizationFrontiers in Artificial Intelligence (FAI), 2020

Julia Mendelsohn

Yulia Tsvetkov

Dan Jurafsky

319

106

06 Mar 2020

Stereotypical Bias Removal for Hate Speech Detection Task using Knowledge-based GeneralizationsThe Web Conference (WWW), 2019

Pinkesh Badjatiya

Manish Gupta

Vasudeva Varma

115

108

15 Jan 2020

Predictive Biases in Natural Language Processing Models: A Conceptual Framework and OverviewAnnual Meeting of the Association for Computational Linguistics (ACL), 2019

352

281

09 Nov 2019

Perturbation Sensitivity Analysis to Detect Unintended Model BiasesConference on Empirical Methods in Natural Language Processing (EMNLP), 2019

Vinodkumar Prabhakaran

Ben Hutchinson

Margaret Mitchell

131

127

09 Oct 2019

Racial Bias in Hate Speech and Abusive Language Detection Datasets

Thomas Davidson

Debasmita Bhattacharya

Ingmar Weber

279

505

29 May 2019

Bias in Bios: A Case Study of Semantic Representation Bias in a High-Stakes Setting

Alexandra Chouldechova

S. Geyik

K. Kenthapadi

Adam Tauman Kalai

535

522

27 Jan 2019