基于分阶段语义感知的事件抽取大语言模型框架

李延松,陈宁,刘锋光,陈盼,黄晓峰,葛慧丽

Large language model framework for event extraction based on staged semantic perception

Yansong LI,Ning CHEN,Fengguang LIU,Pan CHEN,Xiaofeng HUANG,Huili GE

表 3 语义感知驱动单元的消融实验

Tab.3 Ablation experiment on semantic perception driver unit

方法 CASIE ACE05 $F_{{\mathrm{1e}}} $/% $F_{{\mathrm{1a}}} $/% $F_{{\mathrm{1e}}} $/% $F_{{\mathrm{1a}}} $/% ChatGLM3 89.34 62.58 74.28 70.77 ChatGLM3+语义感知驱动 90.58 62.88 74.85 71.24 GLM4-9B-0414 91.86 65.28 75.76 73.57 GLM4-9B-0414+语义感知驱动 92.70 65.85 76.72 75.03