initial model commit

README.md

@@ -24,7 +24,7 @@ Predicts 4 tags:
 | ORG         | organization name | 
 | MISC         | other name | 
 
-Based on [Flair embeddings](https://www.aclweb.org/anthology/C18-1139/) and LSTM-CRF.
+Based on Transformer embeddings and LSTM-CRF.
 
 ---
 
@@ -112,16 +112,21 @@ trainer.train('resources/taggers/ner-dutch',
 Please cite the following paper when using this model.
 
 ```
-@inproceedings{akbik2018coling,
-  title={Contextual String Embeddings for Sequence Labeling},
-  author={Akbik, Alan and Blythe, Duncan and Vollgraf, Roland},
-  booktitle = {{COLING} 2018, 27th International Conference on Computational Linguistics},
-  pages     = {1638--1649},
-  year      = {2018}
+@inproceedings{akbik-etal-2019-flair,
+    title = "{FLAIR}: An Easy-to-Use Framework for State-of-the-Art {NLP}",
+    author = "Akbik, Alan  and
+      Bergmann, Tanja  and
+      Blythe, Duncan  and
+      Rasul, Kashif  and
+      Schweter, Stefan  and
+      Vollgraf, Roland",
+    booktitle = "Proceedings of the 2019 Conference of the North {A}merican Chapter of the Association for Computational Linguistics (Demonstrations)",
+    year = "2019",
+    url = "https://www.aclweb.org/anthology/N19-4010",
+    pages = "54--59",
 }
 ```
 
-
 ---
 
 ### Issues?