Table 8. Difference between joint mode and collapsed mode of multi-task aspect-based sentiment analysis.
| Example | The | food | is | good | . | |
|---|---|---|---|---|---|---|
| Pipline | ATE | O | B | O | O | O |
| SC | NEU | POS | NEU | NEU | NEU | |
| multi-task | O | B-POS | O | O | O | |
| Example | The | food | is | good | . | |
|---|---|---|---|---|---|---|
| Pipline | ATE | O | B | O | O | O |
| SC | NEU | POS | NEU | NEU | NEU | |
| multi-task | O | B-POS | O | O | O | |