Diagnosable ColBERT aligns ColBERT embeddings to an expert-grounded clinical latent space to enable direct diagnosis of model misunderstandings and better training data curation.
Proceedings of the ECML-PKDD 2021 Workshop on Fair, Effective and Sustainable Talent Management using Data Science , year =
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Diagnosable ColBERT: Debugging Late-Interaction Retrieval Models Using a Learned Latent Space as Reference
Diagnosable ColBERT aligns ColBERT embeddings to an expert-grounded clinical latent space to enable direct diagnosis of model misunderstandings and better training data curation.