BAAD6 / README.md
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metadata
annotations_creators:
  - found
  - crowdsourced
  - expert-generated
language_creators:
  - found
  - crowdsourced
languages:
  - bn
licenses:
  - cc-by-4.0
multilinguality:
  - monolingual
pretty_name: 'BAAD6: Bangla Authorship Attribution Dataset (6 Authors)'
size_categories:
  - unknown
source_datasets:
  - original
task_categories:
  - text-classification
task_ids:
  - text-classification
  - authorship-attribution
  - bangla literature
  - bengali literature

Description

BAAD6 is an Authorship Attribution dataset for Bengali Literature. It was collected and analyzed by Hemayet et al [1]. The data was obtained from different online posts and blogs. This dataset is balanced among the 6 Authors with 350 sample texts per author. This is a relatively small dataset but is noisy given the sources it was collected from and its cleaning procedure. Nonetheless, it may help evaluate authorship attribution systems as it resembles texts often available on the Internet. Details about the dataset are given in the table below.

Author Samples Word count Unique word
fe 350 357k 53k
ij 350 391k 72k
mk 350 377k 47k
rn 350 231k 50k
hm 350 555k 72k
rg 350 391k 58k
Total 2,100 2,304,338 230,075
Average 350 384,056.33 59,006.67

Citation

If you use this dataset, please cite the paper A Comparative Analysis of Word Embedding Representations in Authorship Attribution of Bengali Literature. The dataset is also available in Mendeley: BAAD6 dataset. Always make sure to use the latest version of the dataset.

@INPROCEEDINGS{8631977,
  author={Ahmed Chowdhury, Hemayet and Haque Imon, Md. Azizul and Islam, Md. Saiful},
  booktitle={2018 21st International Conference of Computer and Information Technology (ICCIT)}, 
  title={A Comparative Analysis of Word Embedding Representations in Authorship Attribution of Bengali Literature}, 
  year={2018},
  volume={},
  number={},
  pages={1-6},
  doi={10.1109/ICCITECHN.2018.8631977}}