Update README.md

README.md

@@ -46,7 +46,7 @@ probabilities = torch.softmax(logits, dim=1).tolist()[0]
 probabilities = {model.config.id2label[index]: round(probability * 100, 2) for index, probability in enumerate(probabilities)}
 probabilities = dict(sorted(probabilities.items(), key=lambda item: item[1], reverse=True))
 print(probabilities)
-# {'501 - Environmental Protection: Positive': 67.28, '411 - Technology and Infrastructure': 15.19, '107 - Internationalism: Positive': 13.63, '416 - Anti-Growth Economy: Positive': 2.02...
+# {'501 - Environmental Protection: Positive': 67.56, '411 - Technology and Infrastructure': 14.03, '107 - Internationalism: Positive': 13.58, '416 - Anti-Growth Economy: Positive': 2.24...
 
 predicted_class = model.config.id2label[logits.argmax().item()]
 print(predicted_class)
@@ -69,7 +69,7 @@ The model was evaluated on a test set of 200,920 annotated manifesto statements.
 
 Please cite the model as follows:
 
-Burst, Tobias / Lehmann, Pola / Franzmann, Simon / Al-Gaddooa, Denise / Ivanusch, Christoph / Regel, Sven / Riethmüller, Felicia / Weßels, Bernhard / Zehnter, Lisa (2024): manifestoberta. Version 56topics.sentence.2024.1.1. Berlin: Wissenschaftszentrum Berlin für Sozialforschung (WZB) / Göttingen: Institut für Demokratieforschung (IfDem). https://doi.org/10.25522/manifesto.manifestoberta.56topics.sentence.2024.1.1    
+Burst, Tobias / Lehmann, Pola / Franzmann, Simon / Al-Gaddooa, Denise / Ivanusch, Christoph / Regel, Sven / Riethmüller, Felicia / Weßels, Bernhard / Zehnter, Lisa (2024): manifestoberta. Version 56topics.sentence.2024.1.1. Berlin: Wissenschaftszentrum Berlin für Sozialforschung (WZB) / Göttingen: Institut für Demokratieforschung (IfDem). https://doi.org/10.25522/manifesto.manifestoberta.56topics.sentence.2024.1.1     
 
 ```bib
 @misc{Burst:2024,
@@ -78,6 +78,6 @@ Burst, Tobias / Lehmann, Pola / Franzmann, Simon / Al-Gaddooa, Denise / Ivanusch
   Publisher = {Wissenschaftszentrum Berlin für Sozialforschung / Göttinger Institut für Demokratieforschung},
   Title = {manifestoberta. Version 56topics.sentence.2024.1.1},
   doi = {10.25522/manifesto.manifestoberta.56topics.sentence.2024.1.1},
-  url = {https://doi.org/10.25522/manifesto.manifestoberta.56topics.sentence.2024.1.1},     
+  url = {https://doi.org/10.25522/manifesto.manifestoberta.56topics.sentence.2024.1.1},      
   Year = {2024},
 ```