Aspect Based Sentiment Analysis Absa On Aste
Metrics
F1 (L14)
F1 (R15)
F1 (R16)
F1(R14)
Results
Performance results of various models on this benchmark
Comparison Table
| Model Name | F1 (L14) | F1 (R15) | F1 (R16) | F1(R14) |
|---|---|---|---|---|
| mvp-multi-view-prompting-improves-aspect | 65.30 | 69.44 | 73.10 | 76.30 |
| aspect-sentiment-quad-prediction-as | 61.13 | 62.56 | 71.70 | 72.03 |
| mvp-multi-view-prompting-improves-aspect | 38.12 | - | - | - |
| generative-data-augmentation-for-aspect | 62.66 | 65.80 | 74.23 | 73.76 |
| towards-generative-aspect-based-sentiment | 58.19 | 60.23 | 69.05 | 70.52 |
| mvp-multi-view-prompting-improves-aspect | 36.05 | - | - | - |
| improving-aspect-sentiment-quad-prediction | 61.46 | 64.26 | 73.03 | 72.39 |
| aste-transformer-modelling-dependencies-in | 64.90 | 72.10 | 76.19 | 76.06 |
| mvp-multi-view-prompting-improves-aspect | 63.33 | 65.89 | 73.48 | 74.05 |
| seq2path-generating-sentiment-tuples-as-paths | 64.82 | 65.88 | 72.87 | 75.52 |
| lego-absa-a-prompt-based-task-assemblable | 62.20 | 64.40 | 69.90 | 73.70 |
| unified-structure-generation-for-universal | 62.94 | 64.41 | 72.86 | 72.55 |
| learning-span-level-interactions-for-aspect | 59.38 | 63.27 | 70.26 | 71.85 |