Update README.md

README.md

@@ -12,7 +12,7 @@ tags:
 
 ## Model Description
 
-This is the SocRoBERTa-social language model. A language model that is trained to better classify social texts in the ESG domain.
+Based on [this paper](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4622514), this is the SocRoBERTa-social language model. A language model that is trained to better classify social texts in the ESG domain.
 
 Using the [SocRoBERTa-base](https://huggingface.co/ESGBERT/SocRoBERTa-base) model as a starting point, the SocRoBERTa-social Language Model is additionally fine-trained on a 2k social dataset to detect social text samples.
 
@@ -41,6 +41,7 @@ print(pipe("We follow rigorous supplier checks to prevent slavery and ensure wor
 @article{Schimanski23ESGBERT,
     title={{Bridiging the Gap in ESG Measurement: Using NLP to Quantify Environmental, Social, and Governance Communication}},
     author={Tobias Schimanski and Andrin Reding and Nico Reding and Julia Bingler and Mathias Kraus and Markus Leippold},
-    year={2023}
+    year={2023},
+    journal={Available on SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4622514},
 }
 ```