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rifat101/BnSentMix

BnSentMix: A Diverse Bengali-English Code-Mixed Dataset for Sentiment Analysis 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… See the full description on the dataset page: https://huggingface.co/datasets/rifat101/BnSentMix.

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Dataset Card

BnSentMix: A Diverse Bengali-English Code-Mixed Dataset for Sentiment Analysis

![codeRepo](https://github.com/Nishita2000/BnSentMix)

Dataset Overview

Column TitleDescription
Data SourcesFacebook, YouTube, E-commerce Sites
#Samples20000
Sentiment Labels1:Positive, 2:Negative, 3:Neutral, 4:Mixed
Filtering MethodAutomated using mBERT
#Annotators64
Annotation/Sample2 or 3 (if tie)

Dataset Statistics

StatisticValue
Mean Character Length62.77
Max Character Length1985
Min Character Length14
Mean Word Count11.65
Max Word Count368
Min Word Count4
Unique Word Count37734
Unique Sentence Count21873

Citation

If you find this work useful, please cite our paper:

bib
@inproceedings{alam-etal-2025-bnsentmix,
    title = "{B}n{S}ent{M}ix: A Diverse {B}engali-{E}nglish Code-Mixed Dataset for Sentiment Analysis",
    author = "Alam, Sadia  and Ishmam, Md Farhan  and Alvee, Navid Hasin  and Siddique, Md Shahnewaz  and
      Hossain, Md Azam  and Kamal, Abu Raihan Mostofa", editor = "Hettiarachchi, Hansi  and
      Ranasinghe, Tharindu  and Rayson, Paul  and Mitkov, Ruslan  and Gaber, Mohamed  and
      Premasiri, Damith  and Tan, Fiona Anting  and Uyangodage, Lasitha",
    booktitle = "Proceedings of the First Workshop on Language Models for Low-Resource Languages",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, United Arab Emirates",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.loreslm-1.4/",
    pages = "68--77"
}