Evaluating and Enhancing Large Language Models for Novelty Assessment in Scholarly Publications

Ethan Lin, Zhiyuan Peng, Yi Fang

Recent studies have evaluated the creativity/novelty of large language models (LLMs) primarily from a semantic perspective, using benchmarks from cognitive science. However, access…