Preserving Empirical Probabilities in BERT for Small-sample Clinical Entity Recognition

Abdul Rehman, Jian Jun Zhang, Xiaosong Yang

Named Entity Recognition (NER) encounters the challenge of unbalanced labels, where certain entity types are overrepresented while others are underrepresented in real-world dataset…