Update README.md

README.md

@@ -1,3 +1,26 @@
 ---
+language: 
+- tr
+tags:
+- mdeberta
 license: cc-by-nc-sa-4.0
 ---
+
+# deprem-mdeberta-binary 
+
+Fine-tuned mDeBERTa model for binary tweet classification detecting if tweet calls for help after the earthquake disaster. The model was trained using the tweets posted in the first 12 hours of the 2023 Turkey-Syria Earthquake.
+
+The dataset and other details can be found at: 
+https://github.com/avaapm/deprem
+
+### BibTeX entry and citation info
+```bibtex
+@InProceedings{toraman2023earthquake,
+  author    = {Toraman, Cagri and Kucukkaya, Izzet Emre and Ozcelik, Oguzhan and Sahin, Umitcan},
+  title     = {Tweets Under the Rubble: Detection of Messages Calling for Help in Earthquake Disaster},
+  year    = {2023},
+  eprint    = {xxxx.xxxxx},
+  archivePrefix    = {arXiv},
+  primaryClass    = {cs.SI}
+}
+```