Fairness

Adversarial Removal of Demographic Attributes Revisited EMNLP 2019 AI in Recruiting. Multi-agent Systems Architecture for Ethical and Legal Auditing IJCAI 2019 A Just and Comprehensive Strategy for Using NLP to Address Online Abuse ACL 2019 Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets EMNLP 2019 Assessing Social and Intersectional Biases in Contextualized Word Representations NeurIPS 2019 Debiasing Embeddings for Reduced Gender Bias in Text Classification ACL 2019 Discovering Fair Representations in the Data Domain CVPR 2019 Eliminating Latent Discrimination: Train Then Mask AAAI 2019 Envy-Free Classification NeurIPS 2019 Examining Gender Bias in Languages with Grammatical Gender EMNLP 2019 Gender De-Biasing in Speech Emotion Recognition Interspeech 2019 Gendered Ambiguous Pronoun (GAP) Shared Task at the Gender Bias in NLP Workshop 2019 ACL 2019 Gendered Ambiguous Pronouns Shared Task: Boosting Model Confidence by Evidence Pooling ACL 2019 Good Secretaries, Bad Truck Drivers? Occupational Gender Stereotypes in Sentiment Analysis ACL 2019 Learning Controllable Fair Representations AISTATS 2019 Meaningful Explanations of Black Box AI Decision Systems AAAI 2019 Measuring Bias in Contextualized Word Representations ACL 2019 Mitigating Gender Bias in Natural Language Processing: Literature Review ACL 2019 On Measuring Gender Bias in Translation of Gender-neutral Pronouns ACL 2019 Paradoxes in Fair Machine Learning NeurIPS 2019 Path-Specific Counterfactual Fairness AAAI 2019 Perturbation Sensitivity Analysis to Detect Unintended Model Biases EMNLP 2019 Posing Fair Generalization Tasks for Natural Language Inference EMNLP 2019 Racial Bias in Hate Speech and Abusive Language Detection Datasets ACL 2019 Reducing Gender Bias in Word-Level Language Models with a Gender-Equalizing Loss Function ACL 2019