LLM-Metrics: Measuring Research Impact Through Large Language Model Memory

Si Shen, Wenhua Zhao, Danhao Zhu

Citation counts remain the dominant metric for assessing research impact, yet they suffer from well-documented limitations: temporal lag, disciplinary bias, and Matthew effects. He…