Automatic Summarization of Clinical Text on MTS-DIALOG (test)
36.28ROUGE-1GatorTronGPT-20B
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GatorTronGPT-20BInitiate Method=Prompt tuning, Trainable Parameters=302M, Training Duration=4h23m2024.03 | 36.28 | 15.49 | 34.72 | 36.65 | 73.09 | |
| T5-LargeInitiate Method=Fine-tuning, Trainable Parameters=770M, Training Duration=9h34m2024.03 | 34.25 | 14.65 | 33.68 | 34.25 | 67.65 | |
| GatorTronGPT-5BInitiate Method=Prompt tuning, Trainable Parameters=70M, Training Duration=2h10m2024.03 | 33.59 | 13.42 | 32.21 | 33.83 | 69.93 |