基于胶囊网络的方面级情感分类研究
徐志栋,陈炳阳,王晓,张卫山
Research on capsule network-based for aspect-level sentiment classification
Zhidong XU,Bingyang CHEN,Xiao WANG,Weishan ZHANG
表4
多种模型实验结果(accuracy)
模型
Restaurant
Laptop
BiLSTM
77.13%
68.76%
Seq-CNN
77.19%
68.78%
ATAE-LSTM
78.48%
69.87%
IAN
78.61%
72.18%
MGAN
81.24%
75.38%
Bi-IAN
79.38%
72.24%
SCACaps
81.64%
76.26%