Create README.md

README.md

@@ -0,0 +1,20 @@
+This is the pre-trained model presented in [Automated Chemical Reaction Extraction from Scientific Literature](https://pubs.acs.org/doi/pdf/10.1021/acs.jcim.1c00284), which is a BERT model trained on chemical literature data.
+
+
+
+The training corpus was taken from ~200K ACS publications, more details can be found in the paper.
+
+
+
+If using these models, please cite the following paper:
+
+```latex
+@article{guo2021automated,
+  title={Automated Chemical Reaction Extraction from Scientific Literature},
+  author={Guo, Jiang and Ibanez-Lopez, A Santiago and Gao, Hanyu and Quach, Victor and Coley, Connor W and Jensen, Klavs F and Barzilay, Regina},
+  journal={Journal of Chemical Information and Modeling},
+  year={2021},
+  publisher={ACS Publications}
+}
+```
+