|
--- |
|
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: 0.460 |
|
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| |
|
|
