Update README.md

README.md

@@ -1,3 +1,28 @@
 ---
 license: mit
 ---
+
+This a reproduction of the following paper:
+```
+@inproceedings{katsumata-komachi-2020-stronger,
+    title = "Stronger Baselines for Grammatical Error Correction Using a Pretrained Encoder-Decoder Model",
+    author = "Katsumata, Satoru  and
+      Komachi, Mamoru",
+    booktitle = "Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing",
+    month = dec,
+    year = "2020",
+    address = "Suzhou, China",
+    publisher = "Association for Computational Linguistics",
+    url = "https://aclanthology.org/2020.aacl-main.83",
+    pages = "827--832",
+}
+```
+
+This model achieves the following results:
+|Data|Metric|gotutiyan/gec-bart-large|Paper (bart-large)|
+|:--|:--|:--|:--|
+|CoNLL-2014|M2 (P/R/F0.5)|71.01 / 43.3 / 62.9|69.3 / 45.0 /62.6|
+|BEA19-test|ERRANT (P/R/F0.5)3|70.4 / 55.0 / 66.6|68.3 / 57.1 /65.6|
+|JFLEG-test|GLEU|57.8|57.3|
+
+The details can be found in the [GitHub repository](https://github.com/gotutiyan/GEC-BART).