Benchmarking Large Language Models' Alignment with Human Language Use Patterns

Large language models (LLMs) can generate human-like text, but the extent to which they truly replicate human language use patterns remains unclear. This study introduces a comprehensive psycholinguistic benchmark to systematically evaluate the humanlikeness of 20 prominent LLMs across various linguistic levels.