Paper "language model evaluation" Papers

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Pretraining on the Test Set Is No Longer All You Need: A Debate-Driven Approach to QA Benchmarks

Linbo Cao, Jinman Zhao

COLM 2025paperarXiv:2507.17747
3
citations

LatestEval: Addressing Data Contamination in Language Model Evaluation through Dynamic and Time

Sensitive Test Construction - Yucheng Li, Frank Guerin, Chenghua Lin

AAAI 2024paperarXiv:2312.12343
54
citations

Task Contamination: Language Models May Not Be Few-Shot Anymore

Changmao Li, Jeffrey Flanigan

AAAI 2024paperarXiv:2312.16337
132
citations