bias mitigation

Towards Unbiased and Robust Spatio-Temporal Scene Graph Generation and Anticipation CVPR 2025 Unsupervised Concept Vector Extraction for Bias Control in LLMs EMNLP 2025 Wanted: Personalised Bias Warnings for Gender Bias in Language Models ACL 2025 WEFE: A Python Library for Measuring and Mitigating Bias in Word Embeddings JMLR 2025 What is in a name? Mitigating Name Bias in Text Embedding Similarity via Anonymization ACL 2025 White Men Lead, Black Women Help? Benchmarking and Mitigating Language Agency Social Biases in LLMs ACL 2025 Who Writes What: Unveiling the Impact of Author Roles on AI-generated Text Detection ACL 2025 Wisdom from Diversity: Bias Mitigation Through Hybrid Human-LLM Crowds IJCAI 2025 ABCFair: an Adaptable Benchmark approach for Comparing Fairness Methods NeurIPS 2024 ABLE: Agency-BeLiefs Embedding to Address Stereotypical Bias through Awareness Instead of Obliviousness COLING 2024 Adapting Static Fairness to Sequential Decision-Making: Bias Mitigation Strategies towards Equal Long-term Benefit Rate ICML 2024 Addressing Bias and Hallucination in Large Language Models COLING 2024 Addressing Bias in Online Selection with Limited Budget of Comparisons NeurIPS 2024 Aequitas Flow: Streamlining Fair ML Experimentation JMLR 2024 Aligning as Debiasing: Causality-Aware Alignment via Reinforcement Learning with Interventional Feedback NAACL 2024 Aligning Large Language Models with Diverse Political Viewpoints EMNLP 2024 An Overview of Recent Approaches to Enable Diversity in Large Language Models through Aligning with Human Perspectives COLING 2024 A Parameter-Efficient Multi-Objective Approach to Mitigate Stereotypical Bias in Language Models ACL 2024 ArtQuest: Countering Hidden Language Biases in ArtVQA WACV 2024 Association of Objects May Engender Stereotypes: Mitigating Association-Engendered Stereotypes in Text-to-Image Generation NeurIPS 2024 BELIEVE: Belief-Enhanced Instruction Generation and Augmentation for Zero-Shot Bias Mitigation NAACL 2024 Beyond Performance: Quantifying and Mitigating Label Bias in LLMs NAACL 2024 BiasAlert: A Plug-and-play Tool for Social Bias Detection in LLMs EMNLP 2024 BiasDora: Exploring Hidden Biased Associations in Vision-Language Models EMNLP 2024 BiasDPO: Mitigating Bias in Language Models through Direct Preference Optimization ACL 2024