模型 | 准确率(%) | ||
IMDB | 酒店评论 | book_review | |
CNN | 88.32 | 90.06 | 85.21 |
Bi-LSTM | 90.10 | 91.16 | 86.83 |
Bi-LSTM + Attention | 90.85 | 91.48 | 87.05 |
Bi-LSTM + BERT | 91.15 | 93.30 | 87.51 |
Knowledge Graph + BERT | 91.22 | 93.87 | 87.54 |