Update README.md

README.md

@@ -14,7 +14,7 @@ widget:
 - text: "During 2019, the Company repurchased $[MASK] billion of its common stock and paid dividend equivalents of $[XX.X] billion."
 ---
 
-# SEC-BERT
+# SEC-BERT-SHAPE
 
 <img align="center" src="https://i.ibb.co/0yz81K9/sec-bert-logo.png" alt="sec-bert-logo" width="400"/>
 
@@ -226,18 +226,19 @@ In the Proceedings of the 60th Annual Meeting of the Association for Computation
 
 ```
 @inproceedings{loukas-etal-2022-finer,
-    title = "{FiNER: Financial Numeric Entity Recognition for XBRL Tagging}",
-    author = "Loukas, Lefteris  and
-      Fergadiotis, Manos  and
+    title = {FiNER: Financial Numeric Entity Recognition for XBRL Tagging},
+    author = {Loukas, Lefteris and
+      Fergadiotis, Manos and
       Chalkidis, Ilias and
       Spyropoulou, Eirini and
-      Malakasiotis, Prodromos  and
+      Malakasiotis, Prodromos and
       Androutsopoulos, Ion and
-      Paliouras George",
-    booktitle = "60th Annual Meeting of the Association for Computational Linguistics",
-    month = may,
-    year = "2022",
-    publisher = "Association for Computational Linguistics",
+      Paliouras George},
+    booktitle = {Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL 2022)},
+    publisher = {Association for Computational Linguistics},
+    location = {Dublin, Republic of Ireland},
+    year = {2022},
+    url = {https://arxiv.org/abs/2203.06482}
 }
 ```