Table 4. Application of deep learning in OTE task.
No | Study | Domain | Dataset | Model | Performance | ||
---|---|---|---|---|---|---|---|
P (%) | R (%) | F1 (%) | |||||
1 | Fan et al. (2019) | Restaurant | SemEval14 | IOG | 82.85 | 77.38 | 80.02 |
Laptop | SemEval14 | 73.24 | 69.63 | 71.35 | |||
Restaurant | SemEval15 | 76.06 | 70.71 | 73.25 | |||
Restaurant | SemEval16 | 85.25 | 78.51 | 81.69 |