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# KeyphraseExtraction
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# Multilingual Unsupervised Keyphrase Extraction
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This repository hosts code for the papers:
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* [A comparative assessment of state-of-the-art methods for multilingual unsupervised keyphrase extraction](https://link.springer.com/chapter/10.1007/978-3-030-79150-6_50) - [Download](https://github.com/NC0DER/KeyphraseExtraction/releases/tag/KeyphraseExtractionv1.0)
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## Datasets
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Available in [this link](https://github.com/NC0DER/KeyphraseExtraction/tree/main/Datasets)
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## Test Results
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Configure `KeyExt\config.py` and run `KeyExt.py`.
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## Installation
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* `Python 3` (min. version 3.6), `pip3` (& `py` launcher Windows-only).
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* `Pytorch` (min. version 1.8.0) the install guide can be found in (https://pytorch.org/)
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* For speedup, pytorch also supports GPU parallelization with `CUDA` (min. version 11.0)
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* Run `pip3 install -r requirements.txt`
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## Contributors
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* Nikolaos Giarelis (giarelis@ceid.upatras.gr)
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* Nikos Kanakaris (nkanakaris@upnet.gr)
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* Nikos Karacapilidis (karacap@upatras.gr)

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