Update README.md

README.md

@@ -67,20 +67,49 @@ It was used for contunial pretraining of Jais LLM model in Tunisian dialect
 The dataset is available in Tunisian Arabic (Derja).
 
 ### Data Table
-| **subset** | **Lines** | **words** | **#Unique Words** |
+| **subset** | **Lines** | 
 | --- | --- | --- | --- |
-| [Tunisian_Dialectic_English_Derja](https://huggingface.co/datasets/khaled123/Tunisian_Dialectic_English_Derja) | 1220712 | | |
-| [HkayetErwi](https://hikayattunisien.blogspot.com/) | 966 | 43957 | 8045 || 
-| [Derja_tunsi](https://www.kaggle.com/datasets/khawlajlassi/drejja-to-english?resource=download) | 13037 | 19963 | 11324 |
-| [T-HSAB](https://github.com/Hala-Mulki/T-HSAB-A-Tunisian-Hate-Speech-and-Abusive-Dataset) | 6024 | 70736 | 27171 |
-| 
-| [TRCD](https://arxiv.org/abs/1704.00051) | 145 | 4036 | 1575 |
-| [TSAC](https://github.com/fbougares/TSAC) | 8479 | 69606 | 19457 |
-| [TuDiCOI](https://huggingface.co/datasets/arbml/TuDiCoI) | 3426 | 10570 | 1392 |
-| [TunBERT](https://github.com/instadeepai/tunbert) | 67219 | 579748 | 117756 |
-| 
-| [TunSwitchCodeSwitching](https://zenodo.org/records/8342762) | 394163 | 4406672 | 192530 |
-| [TunSwitchTunisiaOnly](https://zenodo.org/records/8342762) | 380546 | 4211374 | 178108 |
-| 
+| [Tunisian_Dialectic_English_Derja](https://huggingface.co/datasets/khaled123/Tunisian_Dialectic_English_Derja) | 1220712 | 
+| [HkayetErwi](https://hikayattunisien.blogspot.com/) | 966 |  
+| [Derja_tunsi](https://www.kaggle.com/datasets/khawlajlassi/drejja-to-english?resource=download) | 13037 | 
+| [TunBERT](https://github.com/instadeepai/tunbert) | 67219 | 
+| [TunSwitchCodeSwitching](https://zenodo.org/records/8342762) | 394163 | 
+| [TunSwitchTunisiaOnly](https://zenodo.org/records/8342762) | 380546 |  
 | Tweet_TN | 39637 | 329479 | 37275 |
-| 
+| [TRCD](https://arxiv.org/abs/1704.00051) | 145 |
+| [TSAC](https://github.com/fbougares/TSAC) | 8479 | 
+| [TuDiCOI](https://huggingface.co/datasets/arbml/TuDiCoI) | 3426 | 
+
+## Citations
+When using the **Tunisian Derja Dataset** dataset, please cite:
+
+```bibtex
+@dataset{linagora2025LLM-tn,
+  author = {Wajdi Ghezaiel and Jean-Pierre Lorré},
+  title = {Tunisian Derja Dataset},
+  year = {2025},
+  month = {January},  
+  url = {https://huggingface.co/datasets/Wajdi1976/tunisian_derja_dataset},
+}
+
+```
+
+Citations for included datasets are the following:
+* Tunisian_English_dialectic_Derja
+@dataset{Tunisian_English_dialectic_Derja,
+  author = {Khaled Bouzaiene},
+  title = {Tunisian-English Dialectic Derja Dataset},
+  year = {2024},
+  url = {https://huggingface.co/datasets/khaled123/Tunisian_English_dialectic_Derja}
+}
+* TunSwitch
+```bibtex
+@misc{abdallah2023leveraging,
+      title={Leveraging Data Collection and Unsupervised Learning for Code-switched Tunisian Arabic Automatic Speech Recognition}, 
+      author={Ahmed Amine Ben Abdallah and Ata Kabboudi and Amir Kanoun and Salah Zaiem},
+      year={2023},
+      eprint={2309.11327},
+      archivePrefix={arXiv},
+      primaryClass={eess.AS}
+}
+```