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Fairness

1,193 papers

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Papers

SCALEX: Scalable Concept and Latent Exploration for Diffusion Models WACV 2026
FAIR-SIGHT: Fairness Assurance in Image Recognition via Simultaneous Conformal Thresholding and Dynamic Output Repair WACV 2026
Fully Unsupervised Self-debiasing of Text-to-Image Diffusion Models WACV 2026
FairGSE: Fairness-Aware Graph Neural Network Without High False Positive Rates AAAI 2026
Learning Fair Representations with Kolmogorov-Arnold Networks AAAI 2026
A Game-Theoretica Negotiation Framework for Cross-Cultural Consensus ACL 2026
SPAGBias: Uncovering and Tracing Structured Spatial Gender Bias in Large Language Models ACL 2026
Identifying Bias in Machine-generated Text Detection ACL 2026
ALIGN: Word Association Learning for Cultural Alignment in Large Language Models ACL 2026
DIA-HARM: Dialectal Disparities in Harmful Content Detection Across 50 English Dialects ACL 2026
Towards Order Fairness: Mitigating LLMs Order Sensitivity through Dual Group Advantage Optimization ACL 2026
Common to Whom? Regional Cultural Commonsense and LLM Bias in India ACL 2026
Parity-Aware Byte-Pair Encoding: Improving Cross-lingual Fairness in Tokenization ACL 2026
GKnow: Measuring the Entanglement of Gender Bias and Factual Gender ACL 2026
Stereotype Bias in a Bilingual Setting: A Culturally Grounded Evaluation in Kazakhstan ACL 2026
When Identity Skews Debate: Anonymization for Bias-Reduced Multi-Agent Reasoning ACL 2026
To Lie or Not to Lie? Investigating The Biased Spread of Global Lies by LLMs ACL 2026
VIGNETTE: Socially Grounded Bias Evaluation for Vision-Language Models ACL 2026
Quantifying Metric and Model Agreement in Bias Evaluation of Large Language Models ACL 2026
Controlling Distributional Bias in Multi-Round LLM Generation via KL-Optimized Fine-Tuning ACL 2026
Identity-Robust Language Model Generation via Content Integrity Preservation ACL 2026
When Bigger Isn’t Better: A Comprehensive Fairness Evaluation of Political Bias in Multi-News Summarisation ACL 2026
InsideOut: Measuring and Mitigating Insider–Outsider Bias in Interview Script Generation ACL 2026
Can Persona-Prompted LLMs Emulate Subgroup Values? An Empirical Analysis of Generalisability and Fairness in Cultural Alignment ACL 2026
MM-JudgeBias: A Benchmark for Evaluating Compositional Biases in MLLM-as-a-Judge ACL 2026