/bert-summarization

Primary LanguagePythonApache License 2.0Apache-2.0

Bert-based extractive summarization

Installation

pip install -r requirements.txt python install.py

Run example

python summarize input.txt output.txt

License

Apache 2.0. Please review the "LICENSE" file in the root of this directory.

References

Dutulescu, A., Ruseti, S., & Dascalu, M. (2022). Unsupervised Extractive Summarization with BERT. In 24th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC 2022). Linz, Austria (Online): IEEE.

Acknowledgement

This research was supported by a grant of the Romanian National Authority for Scientific Research and Innovation, CNCS – UEFISCDI, project number TE 70 PN-III-P1-1.1-TE-2019-2209, ATES – “Automated Text Evaluation and Simplification”