Leveraging Large Language Models for Rare Disease Named Entity Recognition

Nan Miles Xi, Yu Deng, Lin Wang

Named Entity Recognition (NER) in the rare disease domain poses unique challenges due to limited labeled data, semantic ambiguity between entity types, and long-tail distributions.…