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ClinicalEncoder26AM achieves state-of-the-art multilingual clinical entity recall with a surprisingly simple architecture, proving that targeted post-training can drastically improve data efficiency for clinical information extraction.
Unlock the black box of late-interaction retrieval models: Diagnosable ColBERT lets you directly inspect what the model "understands" by aligning token embeddings to a clinically-grounded latent space.