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Marianna Gracheva

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#natural language process... May 2026

How Human-Like Are Large Language Models? A Register-Aware Linguistic Evaluation Framework

This work proposes a context-aware evaluation framework in which human-likeness is assessed using a two-sample problem between the linguistic feature distribution of a human reference corpus for a given register and a corresponding LLM-generated corpus.

Björn Nieth, Marianna Gracheva, Michaela Mahlberg et al. · arXiv.org · 0 citations