README.md

metadata

language: en
tags:
  - summarization
datasets:
  - mystic-leung/medical_cord19
model-index:
  - name: mystic-leung/pegasus-medcord19
    results:
      - task:
          type: summarization
          name: Summarization
        dataset:
          name: medical_cord19
          type: medical_cord19
          split: train
        metrics:
          - name: ROUGE-1
            type: rouge
            value: 0.46
            verified: true
          - name: ROUGE-2
            type: rouge
            value: 0.265
            verified: true
          - name: MAUVE
            type: mauve
            value: 0.622
            verified: true
          - name: METEOR
            type: meteor
            value: 0.383
            verified: true
pipeline_tag: summarization

Pegasus Models

Using the pre-trained model of pegasus-large fine-tuning on medical_cord19 dataset to get this model.

Evaluation Metrics

The technical evaluation result can be seen here:

ROUGE-1	ROUGE-2	METEOR	MAUVE
0.46	0.265	0.622	0.383