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%