Update README.md

README.md

@@ -89,3 +89,25 @@ Overall (ignoring entity type) | 90.4
 
 This model card was influence by that of [dslim/bert-base-NER](https://huggingface.co/dslim/bert-base-NER/edit/main/README.md)
 
+
+## Citation
+
+If you use this model, you can cite the following paper: 
+
+"""
+@misc{franklin2024ndjv,
+      title={News Deja Vu: Connecting Past and Present with Semantic Search}, 
+      author={Brevin Franklin, Emily Silcock, Abhishek Arora, Tom Bryan and Melissa Dell},
+      year={2024},
+      eprint={2406.15593},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2406.15593}, 
+}
+"""
+
+
+## Applications
+
+We applied this model to a century of historical text. You can see all the named entities in the [NEWSWIRE dataset](https://huggingface.co/datasets/dell-research-harvard/newswire). 
+