Create README.md
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README.md
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---
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license: gpl-3.0
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datasets:
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- rajpurkar/squad
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base_model:
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- CambridgeMolecularEngineering/PureMechBERT-cased
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pipeline_tag: question-answering
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---
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# Model Name
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## Description
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This model is fine-tuned on the SQuAD dataset for question answering tasks. It is based on the pre-trained `PureMechBERT-cased` model, developed by Cambridge Molecular Engineering designed for superior performance on downstream domain-specific NLP tasks.
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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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