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MCLAS
Code: [Link to mT5 repo] Paper -
mT5
Code: [Link to repo]
Training vanilla mT5. Currently it is in Gujarati: Training of mT5 (The Colab files have the log data).
Predicting summary by mT5. Predicting mT5
This contains fine-tuned Gujarati Summarisation model (trained up to 3 epochs).
Fine-tuned code for mT5. Fine-tuned mT5
Hindi and English, ignore or replace gujarati folder in this.
- IndicBART Code
Vanilla mT5:
| Language | Rouge-1 | Rouge-2 | Rouge-L |
|---|---|---|---|
| English | 48.6645 | 36.1859 | 43.69 |
| Hindi | 51.468 | 40.1589 | 46.6524 |
| Gujarati | 23.0882 | 14.0092 | 20.7578 |
XL-Sum:
| Language | Rouge-1 | Rouge-L |
|---|---|---|
| English | 43.35 | 34.47 |
| Hindi | 41.79 | 36.67 |
Contributors:
Aaradhya Gupta
Devesh Marwah
Mayank Goel
Radheshyam Thiyagarajan