Table 7 Results of ablation experiments on Laptop dataset.
From: Graph-enhanced implicit aspect-level sentiment analysis based on multi-prompt fusion
Methods | P | R | F1 |
|---|---|---|---|
T5+Prompt+DL+index+GNN | 46.12 | 44.84 | 45.47 |
T5+Prompt+DL+index | 45.20 | 44.15 | 44.67 |
T5+Prompt+index+GNN | 45.41 | 44.67 | 45.04 |
T5+Prompt+DL+GNN | 45.81 | 44.06 | 44.92 |
T5+DL+GNN+index | 44.24 | 43.28 | 43.75 |
T5+Prompt+index | 45.38 | 43.45 | 44.40 |
T5+Promp+GNN | 44.99 | 44.41 | 44.70 |
T5+Prompt+DL | 44.83 | 43.28 | 44.04 |
T5+Prompt | 44.78 | 43.09 | 43.92 |
T5 | 43.90 | 42.76 | 43.32 |
