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Bengali Summarization (BenSumm)

Code and Dataset of our work, Unsupervised Abstractive Summarization of Bengali Text Documents accepted at EACL 2021.

Instructions

Download the pretrained ULMFiT model named export.pkl from this link and place it in the Code/AbstractiveSummarizer/model/ directory.

Note: If you find some errors, you may try downgrading PyTorch, FastAI, and NetworkX.

Authors

  • Radia Rayan Chowdhury*
  • Mir Tafseer Nayeem*
  • Tahsin Tasnim Mim
  • Md. Saifur Rahman Chowdhury
  • Taufiqul Jannat

*[Equal Contribution]

Citation

If you use any of the resources or it's relevant to your work, please cite the paper.

@inproceedings{chowdhury2021eacl,
    title = "Unsupervised Abstractive Summarization of Bengali Text Documents",
    author  = {Radia Rayan Chowdhury and Mir Tafseer Nayeem and Tahsin Tasnim Mim and Md. Saifur Rahman Chowdhury and Taufiqul Jannat},
    booktitle = "Proceedings of the 16th Conference of the {E}uropean Chapter of the Association for Computational Linguistics (EACL)",
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics"
}