debiasing method

Are LLMs Rational Investors? A Study on the Financial Bias in LLMs ACL 2025 Benchmarking and Mitigating MCQA Selection Bias of Large Vision-Language Models EMNLP 2025 Benchmarking Debiasing Methods for LLM-based Parameter Estimates EMNLP 2025 Characterizing non-binary French: A first step towards debiasing gender inference ACL 2025 Debiasing Static Embeddings for Hate Speech Detection ACL 2025 From Measurement to Mitigation: Exploring the Transferability of Debiasing Approaches to Gender Bias in Maltese Language Models ACL 2025 Iterative Multilingual Spectral Attribute Erasure EMNLP 2025 Limits to scalable evaluation at the frontier: LLM as judge won’t beat twice the data ICLR 2025 WEFE: A Python Library for Measuring and Mitigating Bias in Word Embeddings JMLR 2025 Addressing Healthcare-related Racial and LGBTQ+ Biases in Pretrained Language Models NAACL 2024 BendVLM: Test-Time Debiasing of Vision-Language Embeddings NeurIPS 2024 Discovering and Mitigating Visual Biases through Keyword Explanation CVPR 2024 FairFlow: Mitigating Dataset Biases through Undecided Learning for Natural Language Understanding EMNLP 2024 Large Language Models Are Not Robust Multiple Choice Selectors ICLR 2024 Learning from Multiple Annotator Biased Labels in Multimodal Conversation Interspeech 2024 Mitigating Spurious Correlations via Disagreement Probability NeurIPS 2024 More than Minorities and Majorities: Understanding Multilateral Bias in Language Generation ACL 2024 Post-Regularization Confidence Bands for Ordinary Differential Equations JMLR 2024 Think Twice: Measuring the Efficiency of Eliminating Prediction Shortcuts of Question Answering Models EACL 2024 CHBias: Bias Evaluation and Mitigation of Chinese Conversational Language Models ACL 2023 Debiasing Multimodal Models via Causal Information Minimization EMNLP 2023 Debiasing should be Good and Bad: Measuring the Consistency of Debiasing Techniques in Language Models ACL 2023 DeCrisisMB: Debiased Semi-Supervised Learning for Crisis Tweet Classification via Memory Bank EMNLP 2023 Layered Bias: Interpreting Bias in Pretrained Large Language Models EMNLP 2023 Multi-Modal Bias: Introducing a Framework for Stereotypical Bias Assessment beyond Gender and Race in Vision–Language Models EACL 2023