基于多依赖图和知识融合的方面级情感分析模型

何勇禧,韩虎,孔博

Aspect-based sentiment analysis model based on multi-dependency graph and knowledge fusion

Yongxi HE,Hu HAN,Bo KONG

表 6 所提模型与大型语言模型的对比实验结果

Tab.6 Comparative experimental results between proposed model and large language models

% 类别 模型 Acc Laptop14 Restaurant14 GPT-3 Davinci 79.00 10.00 Text-Davinci-001 83.91 89.73 Code-Davinci-002 90.72 93.00 Text-Davinci-002 86.48 91.26 Text-Davinci-003 84.12 88.78 GPT-3.5-Turbo 85.11 91.02 BERT BERT-BASE 77.74 82.68 MDKGCN-BERT 80.41 86.70