Update README.md

README.md

@@ -63,4 +63,21 @@ The model was evaluated on a test set of 199,046 annotated manifesto statements.
 |                                                                                                       | Accuracy | Top2_Acc | Top3_Acc | Precision| Recall | F1_Macro | MCC | Cross-Entropy |
 |-------------------------------------------------------------------------------------------------------|:--------:|:--------:|:--------:|:--------:|:------:|:--------:|:---:|:-------------:|
 [Sentence Model](https://huggingface.co/manifesto-project/manifestoberta-xlm-roberta-56policy-topics-sentence-2023-1-1)|   0.57   |   0.73   |	  0.81   |	  0.49  |  0.43  |	 0.45   | 0.55|	     1.5      |
-[Context Model](https://huggingface.co/manifesto-project/manifestoberta-xlm-roberta-56policy-topics-context-2023-1-1)  |   0.64   |   0.81   |   0.88   |    0.54  |  0.52  |   0.53   | 0.62|      1.15     |
+[Context Model](https://huggingface.co/manifesto-project/manifestoberta-xlm-roberta-56policy-topics-context-2023-1-1)  |   0.64   |   0.81   |   0.88   |    0.54  |  0.52  |   0.53   | 0.62|      1.15     |
+
+### Citation
+
+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 (2023): manifestoberta. Version 56topics.sentence.2023.1.1. Berlin: Wissenschaftszentrum Berlin für Sozialforschung (WZB) / Göttingen: Institut für Demokratieforschung (IfDem). https://doi.org/10.25522/manifesto.manifestoberta.56topics.sentence.2023.1.1
+
+```bib
+@misc{Burst:2023,
+  Address = {Berlin / Göttingen},
+  Author = {Burst, Tobias AND Lehmann, Pola AND Franzmann, Simon AND Al-Gaddooa, Denise AND Ivanusch, Christoph AND Regel, Sven AND Riethmüller, Felicia AND Weßels, Bernhard AND Zehnter, Lisa},
+  Publisher = {Wissenschaftszentrum Berlin für Sozialforschung / Göttinger Institut für Demokratieforschung},
+  Title = {manifestoberta. Version 56topics.sentence.2023.1.1},
+  doi = {10.25522/manifesto.manifestoberta.56topics.sentence.2023.1.1},
+  url = {https://doi.org/10.25522/manifesto.manifestoberta.56topics.sentence.2023.1.1}, 
+  Year = {2023},
+```