bias mitigation

Advancing Oversight Reasoning across Languages for Audit Sycophantic Behaviour via X-Agent EMNLP 2025 AdvSumm: Adversarial Training for Bias Mitigation in Text Summarization EMNLP 2025 A Group Fairness Lens for Large Language Models EMNLP 2025 AI-Face: A Million-Scale Demographically Annotated AI-Generated Face Dataset and Fairness Benchmark CVPR 2025 AIM-Fair: Advancing Algorithmic Fairness via Selectively Fine-Tuning Biased Models with Contextual Synthetic Data CVPR 2025 ALBAR: Adversarial Learning approach to mitigate Biases in Action Recognition ICLR 2025 Aligned but Blind: Alignment Increases Implicit Bias by Reducing Awareness of Race ACL 2025 Aligning to What? Limits to RLHF Based Alignment NAACL 2025 A Practical Method for Generating String Counterfactuals NAACL 2025 Assistant-Guided Mitigation of Teacher Preference Bias in LLM-as-a-Judge EMNLP 2025 Attention Speaks Volumes: Localizing and Mitigating Bias in Language Models ACL 2025 Benchmarking and Mitigating MCQA Selection Bias of Large Vision-Language Models EMNLP 2025 Beyond Excess and Deficiency: Adaptive Length Bias Mitigation in Reward Models for RLHF NAACL 2025 Bias A-head? Analyzing Bias in Transformer-Based Language Model Attention Heads NAACL 2025 Bias Analysis and Mitigation through Protected Attribute Detection and Regard Classification EMNLP 2025 Biased LLMs can Influence Political Decision-Making ACL 2025 BiasFilter: An Inference-Time Debiasing Framework for Large Language Models EMNLP 2025 Bias Mitigation in Graph Diffusion Models ICLR 2025 Bias Mitigation or Cultural Commonsense? Evaluating LLMs with a Japanese Dataset EMNLP 2025 Bias Vector: Mitigating Biases in Language Models with Task Arithmetic Approach COLING 2025 Causal Prompting: Debiasing Large Language Model Prompting Based on Front-Door Adjustment AAAI 2025 ClinStructor: AI-Powered Structuring of Unstructured Clinical Texts IJCNLP 2025 CoBA: Counterbias Text Augmentation for Mitigating Various Spurious Correlations via Semantic Triples EMNLP 2025 Common Sense Bias Modeling for Classification Tasks AAAI 2025 Controllable Feature Whitening for Hyperparameter-Free Bias Mitigation ICCV 2025