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Fairness

1139 directly classified papers

Papers per year

Papers

Good Secretaries, Bad Truck Drivers? Occupational Gender Stereotypes in Sentiment Analysis ACL 2019
Racial Bias in Hate Speech and Abusive Language Detection Datasets ACL 2019
Assessing Social and Intersectional Biases in Contextualized Word Representations NIPS 2019
The Fairness of Risk Scores Beyond Classification: Bipartite Ranking and the XAUC Metric NIPS 2019
Paradoxes in Fair Machine Learning NIPS 2019
Envy-Free Classification NIPS 2019
Investigating Sports Commentator Bias within a Large Corpus of American Football Broadcasts IJCNLP 2019
Automatically Inferring Gender Associations from Language IJCNLP 2019
Wasserstein Fair Classification UAI 2019
The Sensitivity of Counterfactual Fairness to Unmeasured Confounding UAI 2019
Meaningful Explanations of Black Box AI Decision Systems AAAI 2019
AI in Recruiting. Multi-agent Systems Architecture for Ethical and Legal Auditing IJCAI 2019
Learning Controllable Fair Representations AISTATS 2019
Posing Fair Generalization Tasks for Natural Language Inference IJCNLP 2019
Gender De-Biasing in Speech Emotion Recognition INTERSPEECH 2019
Adversarial Removal of Demographic Attributes Revisited EMNLP 2019
Gender Bias in Coreference Resolution NAACL 2018
Fairness Behind a Veil of Ignorance: A Welfare Analysis for Automated Decision Making NIPS 2018
Achieving Non-Discrimination in Prediction IJCAI 2018
Preventing Disparate Treatment in Sequential Decision Making IJCAI 2018
Does mitigating ML's impact disparity require treatment disparity? NIPS 2018
Hunting for Discriminatory Proxies in Linear Regression Models NIPS 2018
On preserving non-discrimination when combining expert advice NIPS 2018
Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods NAACL 2018
Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness ICML 2018