Update README.md

README.md

@@ -22,7 +22,8 @@ should probably proofread and complete it, then remove this comment. -->
 
 # unga-climate-classifier
 
-This model is a fine-tuned version of [microsoft/deberta-v3-base](https://huggingface.co/microsoft/deberta-v3-base) trained to classify climate-related sentences in English using a dataset of 5,600 annotated sentences from the United Nations General Assembly Corpus. It was developed to build the Executive Comparative Climate Attention (ECCA) indicator, introduced in a [paper](https://direct.mit.edu/glep/article/doi/10.1162/glep.a.1/131712/Executive-Climate-Change-Attention-Toward-an) published in Global Environmental Politics.
+This model is a fine-tuned version of [microsoft/deberta-v3-base](https://huggingface.co/microsoft/deberta-v3-base) trained to classify climate-related sentences in English using a dataset of 5,600 annotated sentences from the United Nations General Assembly Corpus. It was developed to build the Executive Comparative Climate Attention (ECCA) indicator, introduced in a [paper](https://doi.org/10.1162/glep.a.1
+) published in Global Environmental Politics.
 
 
 # How to use
@@ -41,7 +42,8 @@ print(result)
 
 If you use this model or the underlying dataset or indicator, please cite:
 
-> Emiliano Grossman, Malo Jan; Executive Climate Change Attention: Toward an Indicator of Comparative Climate Change Attention. Global Environmental Politics 2025; doi: https://doi-org.scpo.idm.oclc.org/10.1162/glep.a.1
+> Emiliano Grossman, Malo Jan; Executive Climate Change Attention: Toward an Indicator of Comparative Climate Change Attention. Global Environmental Politics 2025; doi: https://doi.org/10.1162/glep.a.1
+
 
 ```bibtex
 @article{grossman2025executive,