From Prompting to Preference Optimization: A Comparative Study of LLM-based Automated Essay Scoring

Minh Hoang Nguyen, Vu Hoang Pham, Xuan Thanh Huynh +5

Large language models (LLMs) have recently reshaped Automated Essay Scoring (AES), yet prior studies typically examine individual techniques in isolation, limiting understanding of…