A Survey on Evaluation of Large Language Models
YUPENG CHANG∗ and XU WANG∗, School of Artificial Intelligence, Jilin University, China
JINDONG WANG†, Microsoft Research, China
YUAN WU†, School of Artificial Intelligence, Jilin University, China
LINYI YANG, Westlake University, China
KAIJIE ZHU, Institute of Automation, Chinese Academy of Sciences, China
HAO CHEN, Carnegie Mellon University, USA
XIAOYUAN YI, Microsoft Research, China
CUNXIANG WANG, Westlake University, China
YIDONG WANG, Peking University, China
WEI YE, Peking University, China
YUE ZHANG, Westlake University, China
YI CHANG, School of Artificial Intelligence, Jilin University, China
PHILIP S. YU, University of Illinois at Chicago, USA
QIANG YANG, Hong Kong University of Science and Technology, China
XING XIE, Microsoft Research, China
Large language models (LLMs) are gaining increasing popularity in both academia and industry, owing to
ASurveyonEvaluationofLargeLanguageModels