debiasing method

Promoting Fairness in Classification of Quality of Medical Evidence ACL 2023 Debiasing Deep Chest X-Ray Classifiers using Intra- and Post-processing Methods MLHC 2022 FairLib: A Unified Framework for Assessing and Improving Fairness EMNLP 2022 Looking at the Overlooked: An Analysis on the Word-Overlap Bias in Natural Language Inference EMNLP 2022 Look to the Right: Mitigating Relative Position Bias in Extractive Question Answering EMNLP 2022 Systematic Evaluation of Predictive Fairness AACL 2022 Towards Fair Dataset Distillation for Text Classification EMNLP 2022 What changed? Investigating Debiasing Methods using Causal Mediation Analysis NAACL 2022 Debiasing Methods in Natural Language Understanding Make Bias More Accessible EMNLP 2021 DebIE: A Platform for Implicit and Explicit Debiasing of Word Embedding Spaces EACL 2021 RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models ACL 2021 Does Gender Matter? Towards Fairness in Dialogue Systems COLING 2020 Look at the First Sentence: Position Bias in Question Answering EMNLP 2020 Masking Actor Information Leads to Fairer Political Claims Detection ACL 2020 Mind the Trade-off: Debiasing NLU Models without Degrading the In-distribution Performance ACL 2020 Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove Them NAACL 2019 Mitigating Gender Bias in Natural Language Processing: Literature Review ACL 2019 Understanding the Origins of Bias in Word Embeddings ICML 2019 Communication-efficient Sparse Regression JMLR 2017