Fairness

TURINGBENCH: A Benchmark Environment for Turing Test in the Age of Neural Text Generation EMNLP 2021 Two-Sided Fairness in Non-Personalised Recommendations (Student Abstract) AAAI 2021 Two-sided fairness in rankings via Lorenz dominance NeurIPS 2021 Unbiased Classification through Bias-Contrastive and Bias-Balanced Learning NeurIPS 2021 Uncertainty Calibration for Ensemble-Based Debiasing Methods NeurIPS 2021 Uncovering Latent Biases in Text: Method and Application to Peer Review AAAI 2021 Uncovering Main Causalities for Long-tailed Information Extraction EMNLP 2021 Understanding and Countering Stereotypes: A Computational Approach to the Stereotype Content Model ACL 2021 Understanding and Evaluating Racial Biases in Image Captioning ICCV 2021 Understanding and Interpreting the Impact of User Context in Hate Speech Detection NAACL 2021 Understanding and Mitigating Accuracy Disparity in Regression ICML 2021 Understanding and Mitigating Annotation Bias in Facial Expression Recognition ICCV 2021 Understanding Instance-Level Label Noise: Disparate Impacts and Treatments ICML 2021 Understanding Robustness of Transformers for Image Classification ICCV 2021 Understanding the Effect of Bias in Deep Anomaly Detection IJCAI 2021 Unintended Selection: Persistent Qualification Rate Disparities and Interventions NeurIPS 2021 Unpacking the Interdependent Systems of Discrimination: Ableist Bias in NLP Systems through an Intersectional Lens EMNLP 2021 Using Adversarial Attacks to Reveal the Statistical Bias in Machine Reading Comprehension Models ACL 2021 Using Sociolinguistic Variables to Reveal Changing Attitudes Towards Sexuality and Gender EMNLP 2021 Variational Fair Clustering AAAI 2021 VEGA: a Virtual Environment for Exploring Gender Bias vs. Accuracy Trade-offs in AI Translation Services AAAI 2021 Weaving a Semantic Web of Credibility Reviews for Explainable Misinformation Detection (Extended Abstract) IJCAI 2021 What Motivates You? Benchmarking Automatic Detection of Basic Needs from Short Posts ACL 2021 What Will it Take to Fix Benchmarking in Natural Language Understanding? NAACL 2021 WIKIBIAS: Detecting Multi-Span Subjective Biases in Language EMNLP 2021