Update README.md

README.md

@@ -1912,6 +1912,25 @@ Care: since this is a corpus dataset, different `train/val/test` splits do not h
 If you wish to load specific year(s) of specific companies, you probably want to use the open-source software which generated this dataset, EDGAR-CRAWLER: https://github.com/nlpaueb/edgar-crawler.
 
 
+## Citation
+If this work helps or inspires you in any way, please consider citing the relevant paper published at the [3rd Economics and Natural Language Processing (ECONLP) workshop](https://lt3.ugent.be/econlp/) at EMNLP 2021 (Punta Cana, Dominican Republic):
+```
+@inproceedings{loukas-etal-2021-edgar,
+    title = "{EDGAR}-{CORPUS}: Billions of Tokens Make The World Go Round",
+    author = "Loukas, Lefteris  and
+      Fergadiotis, Manos  and
+      Androutsopoulos, Ion  and
+      Malakasiotis, Prodromos",
+    booktitle = "Proceedings of the Third Workshop on Economics and Natural Language Processing",
+    month = nov,
+    year = "2021",
+    address = "Punta Cana, Dominican Republic",
+    publisher = "Association for Computational Linguistics",
+    url = "https://aclanthology.org/2021.econlp-1.2",
+    pages = "13--18",
+}
+```
+
 ### Supported Tasks
 
 This is a raw dataset/corpus for financial NLP. 
@@ -2046,24 +2065,6 @@ EDGAR data is publicly available.
 ### Shoutout 
 Huge shoutout to [@JanosAudran](https://huggingface.co/JanosAudran) for the HF Card setup!
 
-## Citation
-If this work helps or inspires you in any way, please consider citing the relevant paper published at the [3rd Economics and Natural Language Processing (ECONLP) workshop](https://lt3.ugent.be/econlp/) at EMNLP 2021 (Punta Cana, Dominican Republic):
-```
-@inproceedings{loukas-etal-2021-edgar,
-    title = "{EDGAR}-{CORPUS}: Billions of Tokens Make The World Go Round",
-    author = "Loukas, Lefteris  and
-      Fergadiotis, Manos  and
-      Androutsopoulos, Ion  and
-      Malakasiotis, Prodromos",
-    booktitle = "Proceedings of the Third Workshop on Economics and Natural Language Processing",
-    month = nov,
-    year = "2021",
-    address = "Punta Cana, Dominican Republic",
-    publisher = "Association for Computational Linguistics",
-    url = "https://aclanthology.org/2021.econlp-1.2",
-    pages = "13--18",
-}
-```
 
 ### References