Create README.md

README.md

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+---
+license: gpl-3.0
+datasets:
+- rajpurkar/squad_v2
+base_model:
+- CambridgeMolecularEngineering/MechBERT-cased
+pipeline_tag: question-answering
+---
+# Model Name
+
+## Description
+This model is fine-tuned on the SQuAD v2 dataset for question answering tasks. It is based on the pre-trained `MechBERT-cased` model, developed by Cambridge Molecular Engineering designed for superior performance on downstream domain-specific NLP tasks. 
+
+See the [associated paper](https://doi.org/10.1021/acs.jcim.4c00857) for more details.
+
+## Citation:
+
+If you use this model, please cite:
+
+```
+@article{mechbert-kumar2025,
+  title={MechBERT: Language Models for Extracting Chemical and Property Relationships about Mechanical Stress and Strain},
+  author={Pankaj Kumar, Saurabh Kabra, Jacqueline M. Cole},
+  journal={Journal of Chemical Information and Modelling},
+  doi={10.1021/acs.jcim.4c00857},
+  year={2025}
+}
+```