Aspect-level Sentiment Classification on Restaurant
0.8677AccuracyBERT-SPC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BERT-SPCinput_format=SPC2019.12 | 0.8677 | 0.8052 | |
| LCF-ATEPC-Fusionmechanism=Fusion2019.12 | 0.8677 | 0.8054 | |
| LCF-ATEPC-CDMmechanism=CDM2019.12 | 0.8606 | 0.8022 | |
| LCF-ATEPC-CDWmechanism=CDW2019.12 | 0.8597 | 0.8042 | |
| BERT-PT2019.12 | 0.8495 | 0.7696 | |
| SDGCN-BERT2019.12 | 0.8357 | 0.7647 | |
| AEN-BERT2019.12 | 0.8312 | 0.7376 | |
| BERT-BASE2019.12 | 0.8266 | 0.7413 | |
| MemNetHops=92016.05 | 0.8095 | — | |
| Feature+SVM2016.05 | 0.8089 | — | |
| MemNetHops=72016.05 | 0.8032 | — | |
| MemNetHops=52016.05 | 0.8014 | — | |
| MemNetHops=82016.05 | 0.8014 | — | |
| MemNetHops=62016.05 | 0.8005 | — | |
| MemNetHops=42016.05 | 0.7987 | — | |
| MemNetHops=32016.05 | 0.7906 | — | |
| MemNetHops=22016.05 | 0.7861 | — | |
| MemNetHops=12016.05 | 0.761 | — | |
| TDLSTM2016.05 | 0.7563 | — | |
| TDLSTM+ATT2016.05 | 0.7431 | — | |
| LSTM2016.05 | 0.7428 | — | |
| ContextAVG2016.05 | 0.7133 | — | |
| Majority2016.05 | 0.65 | — |