2 papers
cs.CL2023
Solving the Right Problem is Key for Translational NLP: A Case Study in UMLS Vocabulary Insertion
Bernal Jimenez Gutierrez, Yuqing Mao, Vinh Nguyen +3
As the immense opportunities enabled by large language models become more apparent, NLP systems will be increasingly expected to excel in real-world settings. However, in many inst…
cs.AI2022
UVA Resources for the Biomedical Vocabulary Alignment at Scale in the UMLS Metathesaurus
Vinh Nguyen, Olivier Bodenreider
The construction and maintenance process of the UMLS (Unified Medical Language System) Metathesaurus is time-consuming, costly, and error-prone as it relies on (1) the lexical and…