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chembert_cased
jiangg/chembert_cased
chembert_cased is a machine learning model from jiangg. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers.
This is the pre-trained model presented in Automated Chemical Reaction Extraction from Scientific Literature, which is a BERT model trained on chemical literature data.
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At a glance
- Library
- transformers
- Access
- Public
- Created
- Mar 2, 2022
- Updated
- Aug 12, 2021
- SHA
- 6764448f
Model card
From the Hugging Face model README
This is the pre-trained model presented in Automated Chemical Reaction Extraction from Scientific Literature, which is a BERT model trained on chemical literature data.
The training corpus was taken from ~200K ACS publications, more details can be found in the paper.
If using these models, please cite the following paper:
@article{guo2021automated,
title={Automated Chemical Reaction Extraction from Scientific Literature},
author={Guo, Jiang and Ibanez-Lopez, A Santiago and Gao, Hanyu and Quach, Victor and Coley, Connor W and Jensen, Klavs F and Barzilay, Regina},
journal={Journal of Chemical Information and Modeling},
year={2021},
publisher={ACS Publications}
}
- Library
- transformers
- Created
- Mar 2, 2022
- Updated
- Aug 12, 2021