Fairness

Fair Representations by Compression AAAI 2021 Fair Selective Classification Via Sufficiency ICML 2021 Fair Sequential Selection Using Supervised Learning Models NeurIPS 2021 Fair Sortition Made Transparent NeurIPS 2021 Fair Sparse Regression with Clustering: An Invex Relaxation for a Combinatorial Problem NeurIPS 2021 Fair Voice Biometrics: Impact of Demographic Imbalance on Group Fairness in Speaker Recognition Interspeech 2021 Federated Learning with Fair Averaging IJCAI 2021 Fine-Grained Fairness Analysis of Abusive Language Detection Systems with CheckList ACL 2021 From Toxicity in Online Comments to Incivility in American News: Proceed with Caution EACL 2021 Gender and Racial Fairness in Depression Research using Social Media EACL 2021 Gender and Representation Bias in GPT-3 Generated Stories NAACL 2021 Gender bias amplification during Speed-Quality optimization in Neural Machine Translation ACL 2021 Gender Bias Hidden Behind Chinese Word Embeddings: The Case of Chinese Adjectives ACL 2021 Gender Bias in Text: Origin, Taxonomy, and Implications ACL 2021 Generate Your Counterfactuals: Towards Controlled Counterfactual Generation for Text AAAI 2021 Generating Gender Augmented Data for NLP ACL 2021 Generative Classifiers as a Basis for Trustworthy Image Classification CVPR 2021 Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning NeurIPS 2021 Group Fairness by Probabilistic Modeling with Latent Fair Decisions AAAI 2021 Guideline Bias in Wizard-of-Oz Dialogues ACL 2021 Guiding Principles for Participatory Design-inspired Natural Language Processing ACL 2021 Harms of Gender Exclusivity and Challenges in Non-Binary Representation in Language Technologies EMNLP 2021 Hate Speech Detection Based on Sentiment Knowledge Sharing ACL 2021 Hate Towards the Political Opponent: A Twitter Corpus Study of the 2020 US Elections on the Basis of Offensive Speech and Stance Detection EACL 2021 HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection AAAI 2021