LCES: Zero-shot Automated Essay Scoring via Pairwise Comparisons Using Large Language Models

Takumi Shibata, Yuichi Miyamura

Recent advances in large language models (LLMs) have enabled zero-shot automated essay scoring (AES), providing a promising way to reduce the cost and effort of essay scoring in co…