Table 6. Ablation Study: The value within the bracket shows the absolute decrements in the model by removing the respective component.

Model	Precision	Recall	F1-Score
Proposed Model Gated(CNN+PE+PA+BERT)	66.41	67.10	66.75
•BERT	65.54 (0.87↓)	61.83 (5.27↓)	63.59 (3.16↓)
•Position-aware Attention	64.94 (1.47↓)	64.63 (2.47↓)	64.79 (1.96↓)
•Position Embedding	65.68 (0.73↓)	65.18(1.92↓)	65.43 (1.32↓)
•CNN	60.55 (5.86↓)	57.26(9.84↓)	58.86 (7.89↓)