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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-cased |
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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-cased` model is initialised from the weights of `BERT-base-cased`. |
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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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``` |
