Rina Galperin

Cross-Lingual UMLS Named Entity Linking using UMLS Dictionary Fine-Tuning

We study cross-lingual UMLS named entity linking, where mentions in a given source language are mapped to UMLS concepts, most of which are labeled in English. Our cross-lingual framework includes an offline unsupervised construction of a translated UMLS dictionary and a per-document pipeline which i…