How Should Transformers Encode Numeric Values in Electronic Health Records?

arXiv:2607.01391v2 Announce Type: replace-cross Abstract: How do we encode numeric values in transformer-based sequence processing, particularly in electronic health record (EHR) data? We systematically compare discrete, continuous, and hybrid value encoding s