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Table 6 Results of ablation study with Precision, Recall and F1-score metrics

From: Combining data augmentation and domain information with TENER model for Clinical Event Detection

Model

Precision

Recall

F1-score

Ours

81.01

0.7953

0.8026

BioBERT \(\rightarrow\) Glove 100d

74.84

0.5272

0.6186

-data augmentation

74.54

0.7805

0.7626

TENER \(\rightarrow\) CNN

80.96

0.7944

0.8019

TENER \(\rightarrow\) BiLSTM

79.95

0.7944

0.7970

  1. “-” means remove component, “\(\rightarrow\)” means replace component, “TENER \(\rightarrow\) CNN” means character-level embedding component. “TENER \(\rightarrow\) BiLSTM” means encoding component