CoRTEx: contrastive learning for representing terms via explanations with applications on constructing biomedical knowledge graphs.

By aligning terms to their explanations, CoRTEx demonstrates superior accuracy over benchmark models and robustness beyond its training set, and it is suitable for clustering terms for large-scale biomedical ontologies.