Update README.md

README.md

@@ -1,3 +1,54 @@
----
-license: mit
----
+---
+license: mit
+task_categories:
+- text-classification
+language:
+- bn
+pretty_name: BnSentMix
+size_categories:
+- 10K<n<100K
+---
+
+# BnSentMix: A Diverse Bengali-English Code-Mixed Dataset for Sentiment Analysis
+
+[![codeRepo](https://img.shields.io/badge/Code-Repository-blue?logo=GitHub)](https://github.com/Nishita2000/BnSentMix)
+
+## Dataset Overview
+
+Column Title | Description
+------------ | -------------
+`Data Sources` | Facebook, YouTube, E-commerce Sites
+`#Samples` | 20000
+`Sentiment Labels` | 1:Positive, 2:Negative, 3:Neutral, 4:Mixed
+`Filtering Method` | Automated using `mBERT`
+`#Annotators` | 64
+`Annotation/Sample` | 2 or 3 (if tie)
+
+## Dataset Statistics
+
+| Statistic               | Value  |
+|-------------------------|--------|
+| Mean Character Length    | 62.77  |
+| Max Character Length     | 1985   |
+| Min Character Length     | 14     |
+| Mean Word Count          | 11.65  |
+| Max Word Count           | 368    |
+| Min Word Count           | 4      |
+| Unique Word Count        | 37734  |
+| Unique Sentence Count    | 21873  |
+
+## Citation
+
+If you find this work useful, please cite our paper:
+
+```bib
+@misc{alam2024bnsentmixdiversebengalienglishcodemixed,
+      title={BnSentMix: A Diverse Bengali-English Code-Mixed Dataset for Sentiment Analysis}, 
+      author={Sadia Alam and Md Farhan Ishmam and Navid Hasin Alvee and Md Shahnewaz Siddique and Md Azam Hossain and Abu Raihan Mostofa Kamal},
+      year={2024},
+      eprint={2408.08964},
+      archivePrefix={arXiv},
+      primaryClass={cs.CL},
+      url={https://arxiv.org/abs/2408.08964}, 
+}
+```