| Paper | Code | F1 | ModelName | ReleaseDate |
|---|---|---|---|---|
| InstructABSA: Instruction Learning for Aspect Based Sentiment Analysis | ✓ Link | 79.34 | InstructABSA | 2023-02-16 |
| A Simple yet Effective Framework for Few-Shot Aspect-Based Sentiment Analysis | ✓ Link | 71.16 | FS-ABSA | 2023-07-18 |
| Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification | ✓ Link | 68.06 | SPAN | 2019-06-10 |
| Relation-Aware Collaborative Learning for Unified Aspect-Based Sentiment Analysis | ✓ Link | 63.4 | RACL-BERT | 2020-07-01 |
| Exploiting BERT for End-to-End Aspect-based Sentiment Analysis | ✓ Link | 61.12 | BERT-E2E-ABSA | 2019-10-02 |
| DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction | ✓ Link | 60.35 | DOER | 2019-06-05 |
| An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis | ✓ Link | 58.37 | IMN | 2019-06-17 |
| A Unified Model for Opinion Target Extraction and Target Sentiment Prediction | ✓ Link | 57.9 | E2E-TBSA | 2018-11-13 |
| []() | 27.1 | Double-propagation |