Update README.md

README.md

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-license: mit
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+---
+license: mit
+---
+
+# GLiNER-BioMed post-training dataset
+
+This dataset, used for the **post-training** stage of the [GLiNER-BioMed models](https://huggingface.co/collections/knowledgator/gliner-biomed-67ecf1b7cc62e673dbc8b57f), was introduced in the paper [GLiNER-BioMed: A Suite of Efficient Models for Open Biomedical Named Entity Recognition](https://arxiv.org/abs/2504.00676).
+
+## Citation
+
+If you use the GLiNER-BioMed models or datasets in your work, please cite:
+
+```bibtex
+@misc{yazdani2025glinerbiomedsuiteefficientmodels,
+      title={GLiNER-BioMed: A Suite of Efficient Models for Open Biomedical Named Entity Recognition}, 
+      author={Anthony Yazdani and Ihor Stepanov and Douglas Teodoro},
+      year={2025},
+      eprint={2504.00676},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2504.00676}, 
+}
+```