nkanak/KeyphraseExtraction

Code for the paper "A comparative assessment of state-of-the-art methods for multilingual unsupervised keyphrase extraction"

Multilingual Unsupervised Keyphrase Extraction

This repository hosts code for the papers:

• A comparative assessment of state-of-the-art methods for multilingual unsupervised keyphrase extraction - Download

Datasets

Available in this link

Test Results

Configure KeyExt\config.py and run KeyExt.py.

Installation

• Python 3 (min. version 3.6), pip3 (& py launcher Windows-only).
• Pytorch (min. version 1.8.0) the install guide can be found in (https://pytorch.org/)
• For speedup, pytorch also supports GPU parallelization with CUDA (min. version 11.0)
• Run pip3 install -r requirements.txt

Contributors

• Nikolaos Giarelis (giarelis@ceid.upatras.gr)
• Nikos Kanakaris (nkanakaris@upnet.gr)
• Nikos Karacapilidis (karacap@upatras.gr)