most citedEasy2Hard-Bench: Standardized Difficulty Labels for Profiling LLM Performance and Generalization

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cs.AI2025

Effort-aware Fairness: Incorporating a Philosophy-informed, Human-centered Notion of Effort into Algorithmic Fairness Metrics

Tin Trung Nguyen, Jiannan Xu, Zora Che +6

Although popularized AI fairness metrics, e.g., demographic parity, have uncovered bias in AI-assisted decision-making outcomes, they do not consider how much effort one has spent…