Create README.md
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README.md
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---
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datasets:
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- CambridgeMolecularEngineering/StressEngineeringLiterature
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license: gpl-3.0
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---
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# MechBERT-uncased
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## Description
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This base model is pre-trained on a collection of articles containing mechanical property information sourced from the stress-strain literature.
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`MechBERT-uncased` model is initialised from the weights of `BERT-base-uncased`.
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See the [associated paper](https://doi.org/10.1021/acs.jcim.4c00857) for more details.
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## Citation:
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If you use this model, please cite:
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```
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@article{mechbert-kumar2025,
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title={MechBERT: Language Models for Extracting Chemical and Property Relationships about Mechanical Stress and Strain},
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author={Pankaj Kumar, Saurabh Kabra, Jacqueline M. Cole},
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journal={Journal of Chemical Information and Modelling},
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doi={10.1021/acs.jcim.4c00857},
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year={2025}
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}
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```
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