AI RESEARCH
LLMs Do Not Grade Essays Like Humans
arXiv CS.CL
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ArXi:2603.23714v1 Announce Type: cross Large language models have recently been proposed as tools for automated essay scoring, but their agreement with human grading remains unclear. In this work, we evaluate how LLM-generated scores compare with human grades and analyze the grading behavior of several models from the GPT and Llama families in an out-of-the-box setting, without task-specific