Update README.md

README.md

@@ -90,4 +90,13 @@ print(cos_sim(fuzzy_embeddings[0], fuzzy_embeddings[1]))
 ```
 
 ## ACKNOWLEDGEMENT
-A big thank you to [Sentence Transformers](https://github.com/UKPLab/sentence-transformers) as their implementation really expedited the implementation of Fuzzformer.
+A big thank you to [Sentence Transformers](https://github.com/UKPLab/sentence-transformers) as their implementation really expedited the implementation of Fuzzformer.
+
+@misc{grootendorst2020polyfuzz,
+  author       = {Shahrukh Khan},
+  title        = {FuzzTransformer: A character level embedding based Siamese trasnformer for fuzzy string matching.},
+  year         = 2021,
+  publisher    = {Coming soon},
+  doi          = {Coming soon},
+  url          = {Coming soon}
+}