Aspect-Based Sentiment Analysis (ABSA) on ACOS
Metric: F1 (Laptop) (higher is better)
Metric: F1 (Laptop) (higher is better)
| # | Model↕ | F1 (Laptop)▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MvP | 43.92 | No | MvP: Multi-view Prompting Improves Aspect Sentim... | 2023-05-22 | Code |
| 2 | MvP (muilti-task) | 43.84 | Yes | MvP: Multi-view Prompting Improves Aspect Sentim... | 2023-05-22 | Code |
| 3 | DLO | 43.64 | No | Improving Aspect Sentiment Quad Prediction via T... | 2022-10-19 | Code |
| 4 | Paraphrase | 43.51 | No | Aspect Sentiment Quad Prediction as Paraphrase G... | 2021-10-02 | Code |
| 5 | UnifiedABSA (multi-task) | 42.58 | Yes | UnifiedABSA: A Unified ABSA Framework Based on M... | 2022-11-20 | - |
| 6 | Extract-Classify | 36.42 | No | - | - | Code |
| 7 | TAS-BERT | 27.31 | No | Aspect Sentiment Quad Prediction as Paraphrase G... | 2021-10-02 | Code |