Fairness

The Statistical Scope of Multicalibration ICML 2023 This prompt is measuring <mask>: evaluating bias evaluation in language models ACL 2023 Tier Balancing: Towards Dynamic Fairness over Underlying Causal Factors ICLR 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 Toxicity in Multilingual Machine Translation at Scale EMNLP 2023 Trade-Offs Between Fairness and Privacy in Language Modeling ACL 2023 UIRISC at SemEval-2023 Task 10: Explainable Detection of Online Sexism by Ensembling Fine-tuning Language Models SemEval 2023 Uncovering and Categorizing Social Biases in Text-to-SQL ACL 2023 Uncurated Image-Text Datasets: Shedding Light on Demographic Bias CVPR 2023 Unified Detoxifying and Debiasing in Language Generation via Inference-time Adaptive Optimization ICLR 2023 Unlearning Bias in Language Models by Partitioning Gradients ACL 2023 Unraveling Downstream Gender Bias from Large Language Models: A Study on AI Educational Writing Assistance EMNLP 2023 Using In-Context Learning to Improve Dialogue Safety EMNLP 2023 VisoGender: A dataset for benchmarking gender bias in image-text pronoun resolution NeurIPS 2023 What social attitudes about gender does BERT encode? Leveraging insights from psycholinguistics ACL 2023 When and Why Does Bias Mitigation Work? EMNLP 2023 When Do Annotator Demographics Matter? Measuring the Influence of Annotator Demographics with the POPQUORN Dataset ACL 2023 Which Examples Should be Multiply Annotated? Active Learning When Annotators May Disagree ACL 2023 Whose Opinions Do Language Models Reflect? ICML 2023 WinoQueer: A Community-in-the-Loop Benchmark for Anti-LGBTQ+ Bias in Large Language Models ACL 2023 With Prejudice to None: A Few-Shot, Multilingual Transfer Learning Approach to Detect Social Bias in Low Resource Languages ACL 2023 Women Wearing Lipstick: Measuring the Bias Between an Object and Its Related Gender EMNLP 2023 Achieving Fairness at No Utility Cost via Data Reweighing with Influence ICML 2022 Adversarial Reweighting for Speaker Verification Fairness Interspeech 2022