Table 1.
Summary of the reviewed Named Entity Recognition (NER) research works.
Fig 1.
System architecture.
Table 2.
Sample Bangla-MedER Entries (English Translation).
Fig 2.
Indicating the number of observations per entity.
Table 3.
Class-wise and overall evaluation metrics for MedER task.
Fig 3.
Data preprocessing process of MedER.
Fig 4.
Proposed-model.
Fig 5.
Confusion matrix of the proposed model.
Fig 6.
Accuracy of different transformer models on the our data.
Fig 7.
Different evaluation metrics of One layer BERT vs Multi layer BERT.