most citedText Classification: Neural Networks VS Machine Learning Models VS Pre-trained Models

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cs.CL2026

How Unlikely Is "Unlikely"? Assessing Verbal Probability Perception Across Large Language Models

Christos Petridis, Konstantinos Pelechrinis, Zoran Obradovic

Large language models increasingly produce and interpret verbal probability expressions, yet whether these expressions carry consistent meaning across models (or match human percep…