2025
Learning from Negative Samples in Biomedical Generative Entity Linking
ACL 2025finding
Generative models have become widely used in biomedical entity linking (BioEL) due to their excellent performance and efficient memory usage. However, these models are usually trained only with positive samples—entities that match the input mention’s identifier—and do not explicitly learn from hard…