Update README.md

README.md

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 license: mit
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-# 🗣️ IDLD23: Indian Dialect and Language Dataset (23 Languages)
-
+🗣ILID: Indian Language Identification Dataset (23 Languages)
 **Authors:** [Yash Ingle](mailto:yash.ingle003@gmail.com), [Dr.Pruthwik Mishra](mailto:pruthwikmishra@aid.svnit.ac.in)  
 **Institute:** Sardar Vallabhbhai National Institute of Technology (SVNIT), Surat, India
 
@@ -11,7 +9,7 @@ license: mit
 
 ## 📄 Dataset Description
 
-The **IDLD23** (Indian Language Identification Dataset) benchmark contains **230,000** sentences from **English and 22 official Indian languages**, designed for training and evaluating **language identification models**. The dataset supports the task of distinguishing between Indian languages, many of which share scripts, vocabulary, and structure.
+The **ILID23** (Indian Language Identification Dataset) benchmark contains **250,000** sentences from **English and 22 official Indian languages**, designed for training and evaluating **language identification models**. The dataset supports the task of distinguishing between Indian languages, many of which share scripts, vocabulary, and structure.
 
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@@ -90,9 +88,12 @@ Best ensemble models achieve **F1-scores of up to 0.99** on test/dev sets.
 If you use this dataset, please cite:
 
 ```bibtex
-@inproceedings{ingle2024ilid,
-  title={ILID: Native Script Language Identification for Indian Languages},
-  author={Yash Ingle,Dr. Pruthwik Mishra},
-  booktitle={Under Review},
-  year={2025}
+@misc{ingle2025ilidnativescriptlanguage,
+      title={ILID: Native Script Language Identification for Indian Languages}, 
+      author={Yash Ingle and Pruthwik Mishra},
+      year={2025},
+      eprint={2507.11832},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2507.11832}, 
 }