| Paper | Code | F1 | Micro F1 | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| LinkBERT: Pretraining Language Models with Document Links | ✓ Link | 88.1 | 84.87 | BioLinkBERT (large) | 2022-03-29 |
| Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets | ✓ Link | 87.3 | NCBI_BERT(large) (P) | 2019-06-13 | |
| SciFive: a text-to-text transformer model for biomedical literature | ✓ Link | 86.08 | SciFive-large | 2021-05-28 | |
| BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation and Mining | ✓ Link | 85.12 | BioGPT | 2022-10-19 | |
| Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing | ✓ Link | 82.32 | PubMedBERT uncased | 2020-07-31 |