From Texts to Scores: Tracing the Emergence of Essay Quality Representations in Large Language Models

Jiaxu Zuo, Mu You, Kaixin Lan +5

Recent advances in Large Language Models (LLMs) have substantially transformed Automated Essay Scoring (AES), yet the internal mechanisms underlying LLM-based scoring remain poorly…