Update README.md

README.md

@@ -31,19 +31,17 @@ model-index:
 
 Sequence to Sequence Model for Treansliterationg Romanised Malayalam (Manglish) to Native Script.
 
+### Model Sources
+
+- **Repository:** https://github.com/VRCLC-DUK/ml-en-transliteration 
+- **Paper:** https://arxiv.org/abs/2412.09957
+- **Demo:** https://huggingface.co/spaces/vrclc/en-ml-transliteration
 
 ### Model Description
 
 - **Developed by:** [Bajiyo Baiju](https://huggingface.co/Bajiyo), [Kavya Manohar](https://huggingface.co/kavyamanohar), [Leena G Pillai](https://huggingface.co/leenag)
 - **Language(s) (NLP):** Malayalam
 - **License:** MIT
-
-### Model Sources
-
-
-- **Repository:** https://github.com/VRCLC-DUK/ml-en-transliteration 
-- **Paper:** https://arxiv.org/abs/2412.09957
-- **Demo:** https://huggingface.co/spaces/vrclc/en-ml-transliteration
 - Developed as a shared task submission to [INDONLP Workshop](https://indonlp-workshop.github.io/IndoNLP-Workshop/) at [COLING 2025](https://coling2025.org//), Abu Dhabi.
 
 ## How to Get Started with the Model
@@ -131,8 +129,6 @@ transliterated_text = transliterate_with_split_tokens(input_text, model, source_
 
 print(transliterated_text)
 ```
-[More Information Needed]
-
 
 ## Citation