2 papers
cs.LG2026
A Multi-Dimensional Clustering Approach for Identifying Inborn Errors of Immunity
Nishad Kulkarni, Alexandra K. Martinson, Nicholas L. Rider +2
Rare diseases such as inborn errors of immunity (IEI) require early diagnosis to prevent end organ damage and improve quality of life. Hurdles in accessing and curating large scale…
cs.CL2025
Synthesized Annotation Guidelines are Knowledge-Lite Boosters for Clinical Information Extraction
Enshuo Hsu, Martin Ugbala, Krishna Kumar Kookal +4
Generative information extraction using large language models, particularly through few-shot learning, has become a popular method. Recent studies indicate that providing a detaile…