Update README.md

README.md

@@ -1,3 +1,12 @@
+---
+license: mit
+language:
+- de
+---
+# German text simplification with custom decoder
+This model was initialized from an mBART model and the decoder was replaced by a GPT2 language model pre-trained for German Easy Language. For more details, visit our [Github repository](https://github.com/MiriUll/Language-Models-German-Simplification).
+
+## Usage
 ```python
 import torch
 from transformers import AutoTokenizer
@@ -30,4 +39,15 @@ for key, value in test_input.items():
 
 outputs = model.generate(**test_input, num_beams=3, max_length=1024)
 decoder_tokenizer.batch_decode(outputs)
-```
+```
+
+## Citation
+If you use our mode, please cite:  
+@misc{anschütz2023language,  
+         title={Language Models for German Text Simplification: Overcoming Parallel Data Scarcity through Style-specific Pre-training},   
+        author={Miriam Anschütz and Joshua Oehms and Thomas Wimmer and Bartłomiej Jezierski and Georg Groh},  
+        year={2023},  
+        eprint={2305.12908},  
+        archivePrefix={arXiv},  
+        primaryClass={cs.CL}  
+}