NC-SentNoB (Noise Classification on SentNoB)

This is a multilabel dataset used for Noise Identification purpose in the paper "A Comparative Analysis of Noise Reduction Methods in Sentiment Analysis on Noisy Bangla Texts" accepted in 2024 The 9th Workshop on Noisy and User-generated Text (W-NUT) collocated with EACL 2024.

• Annotated by 4 native Bangla speakers with 90% trustworthiness score.
• Fleiss' Kappa Score: 0.69

Definition of noise categories

Statistics of NC-SentNoB per noise class

Heatmap of correlation coefficient

[image]

Citation

If you use the datasets, please cite the following paper:

@misc{elahi2024comparative,
      title={A Comparative Analysis of Noise Reduction Methods in Sentiment Analysis on Noisy Bangla Texts}, 
      author={Kazi Toufique Elahi and Tasnuva Binte Rahman and Shakil Shahriar and Samir Sarker and Md. Tanvir Rouf Shawon and G. M. Shahariar},
      year={2024},
      eprint={2401.14360},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}