Sentiment Analysis on ASTE-Data-V2
Metric: F1 (higher is better)
Metric: F1 (higher is better)
| # | Model↕ | F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | MiniConGTS | 75.59 | No | MiniConGTS: A Near Ultimate Minimalist Contrasti... | 2024-06-17 | Code |
| 2 | SBN | 74.34 | No | A Span-level Bidirectional Network for Aspect Se... | 2022-04-27 | Code |
| 3 | CONTRASTE | 74.1 | No | CONTRASTE: Supervised Contrastive Pre-training W... | 2023-10-24 | Code |
| 4 | NAT | 72.84 | No | - | - | - |
| 5 | GAS | 72.16 | No | - | - | Code |
| 6 | SPAN-ASTE | 71.85 | No | Learning Span-Level Interactions for Aspect Sent... | 2021-07-26 | Code |
| 7 | ASTE-RL | 69.61 | No | Aspect Sentiment Triplet Extraction Using Reinfo... | 2021-08-13 | Code |
| 8 | GTS | 68.17 | No | Grid Tagging Scheme for Aspect-oriented Fine-gra... | 2020-10-09 | Code |
| 9 | TOP | 68.16 | No | First Target and Opinion then Polarity: Enhancin... | 2021-02-17 | - |
| 10 | BARTABSA | 67.62 | No | A Unified Generative Framework for Aspect-Based ... | 2021-06-08 | Code |
| 11 | JET | 63.83 | No | Position-Aware Tagging for Aspect Sentiment Trip... | 2020-10-06 | Code |