Update README.md

README.md

@@ -7,16 +7,30 @@ datasets:
 - tum-nlp/neural-news-benchmark
 ---
 
-Base model:
+## Human written vs. AI written news classifier 
+Trained on the English news data from:
+https://huggingface.co/datasets/tum-nlp/neural_news
+
+## Base model:
 https://huggingface.co/FacebookAI/xlm-roberta-base
 
-Human written vs. AI written news classifier trained on the English news data from:
-https://huggingface.co/datasets/tum-nlp/neural_news
+## Data
 
 See below for data splits:
 ![Data Splits](splits.png)
 
+## Results
+
 See below for accuracy metrics:
 ![Metrics](metrics.png)
 
-See paper for specific splits and metrics, here: Link to be added.
+## Paper
+
+```
+@article{uyuk2024crafting,
+  title={Crafting Tomorrow's Headlines: Neural News Generation and Detection in English, Turkish, Hungarian, and Persian},
+  author={{\"U}y{\"u}k, Cem and Rov{\'o}, Danica and Kolli, Shaghayegh and Varol, Rabia and Groh, Georg and Dementieva, Daryna},
+  journal={arXiv preprint arXiv:2408.10724},
+  year={2024}
+}
+```