yake

YAKE is unsupervised learning-to-rank algorithm that can find the best condidats words to become keywords of text webpage.

Installing dependencies

Run the commands to clone the project and install the dependencies of the project using pip.

git clone https://github.com/achrafOuk/yake
cd yake
pip install requirements.txt

Citation

This project is the implimentation of the paper:

@article{campos2020yake,
  title={YAKE! Keyword extraction from single documents using multiple local features},
  author={Campos, Ricardo and Mangaravite, V{\'\i}tor and Pasquali, Arian and Jorge, Al{\'\i}pio and Nunes, C{\'e}lia and Jatowt, Adam},
  journal={Information Sciences},
  volume={509},
  pages={257--289},
  year={2020},
  publisher={Elsevier}
}

Run the code

The main file of the code is:

yake.py