metadata

tags:
  - generated_from_trainer
  - medical
model-index:
  - name: GatorTron-OG-bc-ctr-nli
    results: []
language:
  - en
widget:
  - text: >-
      [CLS]Patients in NCT02953860 receive less mg of Enzalutamide than
      Fulvestrant on a weekly basis. [SEP] Fulvestrant with Enzalutamide: 500mg
      of Fulvestrant will be given IM on days 1, 15, 28, then every 4 weeks as
      per standard of care (SOC) and 160mg of Enzalutamide will be given PO
      daily. Patients will receive a tumor biopsy at the start of treatment and
      4 weeks after the start of treatment, with an optional 3rd biopsy at the
      end treatment.[SEP]
    example_title: Contradiction Example 1

GatorTron-OG-bc-ctr-nli

Model description

GatorTron model domain adapted on breast cancer studies and fine-tuned for SemEval-2023 Task7: NLI4CT, Subtask 1. Takes hypothesis and premise statements as input and outputs the entailment relationship (entailment or contradiction).

Framework versions

Transformers 4.24.0
Pytorch 1.13.1
Datasets 2.8.0
Tokenizers 0.11.0