Sentiment Analysis on User and product information
Metric: Yelp 2013 (Acc) (higher is better)
Metric: Yelp 2013 (Acc) (higher is better)
| # | Model↕ | Yelp 2013 (Acc)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MA-BERT | 70.3 | No | - | - | Code |
| 2 | HUAPA | 68.3 | No | Improving Review Representations with User Atten... | 2018-01-24 | Code |
| 3 | BiLSTM+CHIM | 67.8 | No | Rethinking Attribute Representation and Injectio... | 2019-08-26 | Code |
| 4 | BiLSTM + linear-basis-cust | 67.1 | No | Categorical Metadata Representation for Customiz... | 2019-02-14 | Code |
| 5 | CMA | 66.4 | No | - | - | - |
| 6 | DUPMN | 66.2 | No | Dual Memory Network Model for Biased Product Rev... | 2018-09-16 | - |
| 7 | HCSC | 65.7 | No | Cold-Start Aware User and Product Attention for ... | 2018-06-14 | Code |
| 8 | NSC | 65 | No | - | - | Code |
| 9 | UPDMN | 63.9 | No | - | - | - |
| 10 | UPNN | 59.6 | No | - | - | - |