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Fairness

3337 directly classified papers

Papers per year

Papers

Imbalance in Balance: Online Concept Balancing in Generation Models ICCV 2025
GeNRe: A French Gender-Neutral Rewriting System Using Collective Nouns ACL 2025
Exploring and Mitigating Implicit Bias in Large Language Models: A Cross-Domain Evaluation Framework AAAI 2025
Strengths and Limitations of Word-Based Task Explainability in Vision Language Models: a Case Study on Biological Sex Biases in the Medical Domain ACL 2025
Can Private Machine Learning Be Fair? AAAI 2025
Physics-Guided Fair Graph Sampling for Water Temperature Prediction in River Networks AAAI 2025
Fair Text-to-Image Diffusion via Fair Mapping AAAI 2025
ScamNet: Toward Explainable Large Language Model-Based Fraudulent Shopping Website Detection AAAI 2025
Bias Unveiled: Investigating Social Bias in LLM-Generated Code AAAI 2025
We Are AI: Taking Control of Technology AAAI 2025
MAVias: Mitigate any Visual Bias ICCV 2025
NOMATTERXAI: Generating “No Matter What” Alterfactual Examples for Explaining Black-Box Text Classification Models AAAI 2025
Controlling Large Language Models Through Concept Activation Vectors AAAI 2025
Investigating and Mitigating Undesirable Biases in Large Language Models AAAI 2025
Large Language Models Still Exhibit Bias in Long Text ACL 2025
JBBQ: Japanese Bias Benchmark for Analyzing Social Biases in Large Language Models ACL 2025
Insights from a Disaggregated Analysis of Kinds of Biases in a Multicultural Dataset EMNLP 2025
From Measurement to Mitigation: Exploring the Transferability of Debiasing Approaches to Gender Bias in Maltese Language Models ACL 2025
Controllable Feature Whitening for Hyperparameter-Free Bias Mitigation ICCV 2025
Maintaining Fairness in Logit-based Knowledge Distillation for Class-Incremental Learning AAAI 2025
Assessing Modality Bias in Video Question Answering Benchmarks with Multimodal Large Language Models AAAI 2025
Understanding Annotator Perception: Modeling Psychological Inference from First- and Third-Person Annotations (Student Abstract) AAAI 2025
Political Bias Prediction Models Focus on Source Cues, Not Semantics AAAI 2025
Open-Unfairness Adversarial Mitigation for Generalized Deepfake Detection ICCV 2025
Exploring Health Misinformation Detection with Multi-Agent Debate IJCNLP 2025