Fairness

Perspectives in Play: A Multi-Perspective Approach for More Inclusive NLP Systems IJCAI 2025 Physics-Guided Fair Graph Sampling for Water Temperature Prediction in River Networks AAAI 2025 PlagBench: Exploring the Duality of Large Language Models in Plagiarism Generation and Detection NAACL 2025 PL-Guard: Benchmarking Language Model Safety for Polish ACL 2025 Plug-and-Play Interpretable Responsible Text-to-Image Generation via Dual-Space Multi-facet Concept Control CVPR 2025 PolBiX: Detecting LLMs’ Political Bias in Fact-Checking through X-phemisms EMNLP 2025 Political Bias Prediction Models Focus on Source Cues, Not Semantics AAAI 2025 PopAlign: Diversifying Contrasting Patterns for a More Comprehensive Alignment ACL 2025 Positional Bias in Long-Document Ranking: Impact, Assessment, and Mitigation IJCNLP 2025 Post-hoc Reward Calibration: A Case Study on Length Bias ICLR 2025 Post-hoc Study of Climate Microtargeting on Social Media Ads with LLMs: Thematic Insights and Fairness Evaluation EMNLP 2025 Post-processing for Fair Regression via Explainable SVD AISTATS 2025 Power(ful) Associations: Rethinking “Stereotype” for NLP ACL 2025 Precarity and Solidarity: Preliminary Results on a Study of Queer and Disabled Fiction Writers’ Experiences with Generative AI IJCAI 2025 Precision vs. Perturbation: Robustness Analysis of Synonym Attacks in Ukrainian NLP ACL 2025 Presumed Cultural Identity: How Names Shape LLM Responses EMNLP 2025 PRISM: Reducing Spurious Implicit Biases in Vision-Language Models with LLM-Guided Embedding Projection ICCV 2025 Privacy Preserving Data Selection for Bias Mitigation in Speech Models ACL 2025 Privacy, Utility and Fairness: Navigating Trade-offs in Differentially Private Machine Learning AAAI 2025 Profiler: Black-box AI-generated Text Origin Detection via Context-aware Inference Pattern Analysis EMNLP 2025 Promptception: How Sensitive Are Large Multimodal Models to Prompts? EMNLP 2025 Prompting Fairness: Integrating Causality to Debias Large Language Models ICLR 2025 Proportionally Fair Matching via Randomized Rounding AAAI 2025 Proportional Representation in Practice: Quantifying Proportionality in Ordinal Elections AAAI 2025 Proposal: From One-Fit-All to Perspective Aware Modeling ACL 2025