Bengali Summarization (BenSumm)

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

• Dataset
  • BNLPC
  • NCTB
• Presentation
• Poster
• Demo Video

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"
}