Edit model card
YAML Metadata Error: "language[0]" must only contain lowercase characters
YAML Metadata Error: "language[0]" with value "English" is not valid. It must be an ISO 639-1, 639-2 or 639-3 code (two/three letters), or a special value like "code", "multilingual". If you want to use BCP-47 identifiers, you can specify them in language_bcp47.
  • Continue pre-training RoBERTa-base using discharge summaries from MIMIC-III datasets.

  • Details can be found in the following paper

Xiang Dai and Ilias Chalkidis and Sune Darkner and Desmond Elliott. 2022. Revisiting Transformer-based Models for Long Document Classification. (https://arxiv.org/abs/2204.06683)

  • Important hyper-parameters
Max sequence 128
Batch size 128
Learning rate 5e-5
Training epochs 15
Training time 40 GPU-hours
Downloads last month
59
Inference Examples
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social visibility and check back later, or deploy to Inference Endpoints (dedicated) instead.