Fairness

That Label's got Style: Handling Label Style Bias for Uncertain Image Segmentation ICLR 2023 The Androids Corpus: A New Publicly Available Benchmark for Speech Based Depression Detection Interspeech 2023 The Effects of AI Biases and Explanations on Human Decision Fairness: A Case Study of Bidding in Rental Housing Markets IJCAI 2023 The Gender-GAP Pipeline: A Gender-Aware Polyglot Pipeline for Gender Characterisation in 55 Languages EMNLP 2023 The Measure and Mismeasure of Fairness JMLR 2023 The Perils of Trial-and-Error Reward Design: Misdesign through Overfitting and Invalid Task Specifications AAAI 2023 Thesis Distillation: Investigating The Impact of Bias in NLP Models on Hate Speech Detection EMNLP 2023 The Statistical Scope of Multicalibration ICML 2023 The Tail Wagging the Dog: Dataset Construction Biases of Social Bias Benchmarks ACL 2023 This prompt is measuring <mask>: evaluating bias evaluation in language models ACL 2023 Toward Cultural Bias Evaluation Datasets: The Case of Bengali Gender, Religious, and National Identity EACL 2023 Toward Fairness in Text Generation via Mutual Information Minimization based on Importance Sampling AISTATS 2023 Towards Conceptualization of “Fair Explanation”: Disparate Impacts of anti-Asian Hate Speech Explanations on Content Moderators EMNLP 2023 Towards Detecting Harmful Agendas in News Articles ACL 2023 Towards Fair and Selectively Privacy-Preserving Models Using Negative Multi-Task Learning (Student Abstract) AAAI 2023 Towards Fairness-aware Adversarial Network Pruning ICCV 2023 Towards Faithful Explanations for Text Classification with Robustness Improvement and Explanation Guided Training ACL 2023 Towards Gender Fairness for Mental Health Prediction IJCAI 2023 Towards Label Position Bias in Graph Neural Networks NeurIPS 2023 Towards Last-layer Retraining for Group Robustness with Fewer Annotations NeurIPS 2023 Towards Mitigating Perceived Unfairness in Contracts from a Non-Legal Stakeholder’s Perspective EMNLP 2023 Towards Societal Impact of AI AAAI 2023 Towards Stable Natural Language Understanding via Information Entropy Guided Debiasing ACL 2023 Toxicity in Multilingual Machine Translation at Scale EMNLP 2023 Trade-Offs Between Fairness and Privacy in Language Modeling ACL 2023