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cs.CL2025
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.…
cs.CL2024
Understanding Sarcoidosis Using Large Language Models and Social Media Data
Nan Miles Xi, Hong-Long Ji, Lin Wang
Sarcoidosis is a rare inflammatory disease characterized by the formation of granulomas in various organs. The disease presents diagnostic and treatment challenges due to its diver…