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fairness assessment

7 papers

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Co-occurring keywords · papers mentioning both

bias evaluation (2) large language model (2) language model (2) bias detection (2) toxicity detection (2) stereotype analysis (1) socioeconomic bia (1) fairness mitigation (1) affected population (1) national bia (1)

Papers

TTA-Bench: A Comprehensive Benchmark for Evaluating Text-to-Audio Models AAAI 2026 7 Points to Tsinghua but 10 Points to ? Assessing Large Language Models in Agentic Multilingual National Bias ACL 2025 Are LLMs (Really) Ideological? An IRT-based Analysis and Alignment Tool for Perceived Socio-Economic Bias in LLMs ACL 2025 T2ISafety: Benchmark for Assessing Fairness, Toxicity, and Privacy in Image Generation CVPR 2025 Bias and Volatility: A Statistical Framework for Evaluating Large Language Model's Stereotypes and the Associated Generation Inconsistency NeurIPS 2024 Fairlearn: Assessing and Improving Fairness of AI Systems JMLR 2023 You reap what you sow: On the Challenges of Bias Evaluation Under Multilingual Settings ACL 2022