Awesome

RuBioRoBERTa

Paper: https://arxiv.org/abs/2204.03951

The models can be found here:

https://huggingface.co/alexyalunin/RuBioRoBERTa

https://huggingface.co/alexyalunin/RuBioBERT

Reproduce

1. Download RuMedBench and install requirements.txt

2. For pre-training run scripts/1_pretrain.sh or scripts/1_pretrain_distributed.sh

3. For fine-tuning on RuMedBench run scripts/2_RuMedBench.sh

Contact

If you have any questions, please post a Github issue.

Citation

If you find this repo useful, please cite as:

@article{yalunin2022rubioroberta,
  title={RuBioRoBERTa: a pre-trained biomedical language model for Russian language biomedical text mining},
  author={Yalunin, Alexander and Nesterov, Alexander and Umerenkov, Dmitriy},
  journal={arXiv preprint arXiv:2204.03951},
  year={2022}
}