Fairness

Imbalance in Balance: Online Concept Balancing in Generation Models ICCV 2025 Implicit Bias Injection Attacks against Text-to-Image Diffusion Models CVPR 2025 Improved Rank Aggregation Under Fairness Constraint IJCAI 2025 Improving Fairness of Large Language Models in Multi-document Summarization ACL 2025 IndicSynth: A Large-Scale Multilingual Synthetic Speech Dataset for Low-Resource Indian Languages ACL 2025 Inference-Time Selective Debiasing to Enhance Fairness in Text Classification Models NAACL 2025 Insights from a Disaggregated Analysis of Kinds of Biases in a Multicultural Dataset EMNLP 2025 Instance-level Randomization: Toward More Stable LLM Evaluations EMNLP 2025 Instance-Selection-Inspired Undersampling Strategies for Bias Reduction in Small and Large Language Models for Binary Text Classification ACL 2025 Intersectional Bias in Japanese Large Language Models from a Contextualized Perspective ACL 2025 Intrinsic Bias is Predicted by Pretraining Data and Correlates with Downstream Performance in Vision-Language Encoders NAACL 2025 Introducing MARB — A Dataset for Studying the Social Dimensions of Reporting Bias in Language Models ACL 2025 Investigating and Mitigating Undesirable Biases in Large Language Models AAAI 2025 Investigating Bias in LLM-Based Bias Detection: Disparities between LLMs and Human Perception COLING 2025 Investigating Subjective Factors of Argument Strength: Storytelling, Emotions, and Hedging ACL 2025 Investigating the Security Threat Arising from “Yes-No” Implicit Bias in Large Language Models AAAI 2025 Is this Chatbot Trying to Sell Something? Towards Oversight of Chatbot Sales Tactics EMNLP 2025 Is your benchmark truly adversarial? AdvScore: Evaluating Human-Grounded Adversarialness NAACL 2025 JBBQ: Japanese Bias Benchmark for Analyzing Social Biases in Large Language Models ACL 2025 Job Unfair: An Investigation of Gender and Occupational Bias in Free-Form Text Completions by LLMs EMNLP 2025 Joint Scoring Rules: Competition Between Agents Avoids Performative Prediction AAAI 2025 Joint Vision-Language Social Bias Removal for CLIP CVPR 2025 JudgeBench: A Benchmark for Evaluating LLM-Based Judges ICLR 2025 Judging with Many Minds: Do More Perspectives Mean Less Prejudice? On Bias Amplification and Resistance in Multi-Agent Based LLM-as-Judge EMNLP 2025 KLAAD: Refining Attention Mechanisms to Reduce Societal Bias in Generative Language Models EMNLP 2025