yixuan004 / Chinese-Text-Summarization

Chinese-Text-Summarization Models

This project contains a series of models for Chinese-Text-Summarization, and their respective usage. (coming soon!)

• LEAD-3 (Extractive)
• TextRank (Extractive)
• BERTSum (Extractive)
• Pointer-Generation-Network (Abstractive/Generative)

conda virtual environments at textsum.yaml

References

• BertSum

  • Machine-Tom & https://github.com/Machine-Tom/bertsum-chinese-LAI
  • Liu Y. Fine-tune BERT for extractive summarization[J]. arXiv preprint arXiv:1903.10318, 2019.

• Pointer-Generation-Network

  • See A, Liu P J, Manning C D. Get to the point: Summarization with pointer-generator networks[J]. arXiv preprint arXiv:1704.04368, 2017.