Biomedical Text Summarization on Biomedical Lung Cancer Triplets NER probability filtered
20.95ROUGE-1 PrecisionT5-PubMed (Fine-tuned)
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| T5-PubMed (Fine-tuned)Model Backbone=T5-PubMed, Evaluation Protocol=Semantic Fine-tuning, Data Filtering Condition=NER probability filtered2026.01 | 20.95 | 22.65 | 20.25 | 10.08 | 10.12 | 9.34 | 20.3 | 22.08 | 19.67 | |
| T5-Base (Fine-tuned)Model Backbone=T5-Base, Evaluation Protocol=Semantic Fine-tuning, Data Filtering Condition=NER probability filtered2026.01 | 20.77 | 22.27 | 20.03 | 10.03 | 10.19 | 9.31 | 20.25 | 21.81 | 19.56 | |
| T5-BaseModel Backbone=T5-Base, Evaluation Protocol=Zero-shot, Data Filtering Condition=NER probability filtered2026.01 | 10.23 | 1.97 | 3.05 | 2.93 | 0.47 | 0.73 | 10.23 | 1.97 | 3.05 | |
| T5-PubMedModel Backbone=T5-PubMed, Evaluation Protocol=Zero-shot, Data Filtering Condition=NER probability filtered2026.01 | 10.18 | 1.65 | 2.74 | 2.93 | 0.34 | 0.59 | 10.18 | 1.65 | 2.74 |