SerialBERT
We introduce SerialBERT, a BERT-based model trained on serialized tabular data specifically in the context of EHR to gain tabular representations that are widely seen in the field of machine learning.
Our model continues pre-training on sciBERT, which was a widely effective tool in representing scientific concepts, but we make a larger effort to add additional representations from tabular data by converting it into a natural language form.
Contact
Simon A. Lee ([email protected])
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