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Fairness

1,193 papers

Papers per year

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Papers

Good Secretaries, Bad Truck Drivers? Occupational Gender Stereotypes in Sentiment Analysis ACL 2019
Debiasing Embeddings for Reduced Gender Bias in Text Classification ACL 2019
Resolving Gendered Ambiguous Pronouns with BERT ACL 2019
Gendered Ambiguous Pronouns Shared Task: Boosting Model Confidence by Evidence Pooling ACL 2019
Measuring Bias in Contextualized Word Representations ACL 2019
On Measuring Gender Bias in Translation of Gender-neutral Pronouns ACL 2019
Learning Controllable Fair Representations AISTATS 2019
Discovering Fair Representations in the Data Domain CVPR 2019
Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets EMNLP 2019
Posing Fair Generalization Tasks for Natural Language Inference EMNLP 2019
Examining Gender Bias in Languages with Grammatical Gender EMNLP 2019
Perturbation Sensitivity Analysis to Detect Unintended Model Biases EMNLP 2019
Adversarial Removal of Demographic Attributes Revisited EMNLP 2019
AI in Recruiting. Multi-agent Systems Architecture for Ethical and Legal Auditing IJCAI 2019
Posing Fair Generalization Tasks for Natural Language Inference IJCNLP 2019
Automatically Inferring Gender Associations from Language IJCNLP 2019
Investigating Sports Commentator Bias within a Large Corpus of American Football Broadcasts IJCNLP 2019
Gender De-Biasing in Speech Emotion Recognition INTERSPEECH 2019
The Sensitivity of Counterfactual Fairness to Unmeasured Confounding UAI 2019
Wasserstein Fair Classification UAI 2019
On preserving non-discrimination when combining expert advice NIPS 2018
Hunting for Discriminatory Proxies in Linear Regression Models NIPS 2018
Does mitigating ML's impact disparity require treatment disparity? NIPS 2018
Fairness Behind a Veil of Ignorance: A Welfare Analysis for Automated Decision Making NIPS 2018
Fairness Through Computationally-Bounded Awareness NIPS 2018