| Paper | Code | Avg F1 | Restaurant 2014 (F1) | Laptop 2014 (F1) | Restaurant 2015 (F1) | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|---|
| A Simple yet Effective Framework for Few-Shot Aspect-Based Sentiment Analysis | ✓ Link | 76.73 | 82.29 | 71.16 | FS-ABSA | 2023-07-18 | |
| A Unified Generative Framework for Aspect-Based Sentiment Analysis | ✓ Link | 69.18 | 73.56 | 67.37 | 66.61 | BARTABSA | 2021-06-08 |
| A Joint Training Dual-MRC Framework for Aspect Based Sentiment Analysis | 68.99 | 75.95 | 65.94 | 65.08 | Dual-MRC | 2021-01-04 | |
| Relation-Aware Collaborative Learning for Unified Aspect-Based Sentiment Analysis | ✓ Link | 68.29 | 75.42 | 63.4 | 66.05 | RACL-BERT | 2020-07-01 |
| Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification | ✓ Link | 65.74 | 73.68 | 61.25 | 62.29 | SPAN-BERT | 2019-06-10 |
| An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis | ✓ Link | 64.23 | 70.72 | 61.73 | 60.22 | IMN-BERT | 2019-06-17 |