Invenio Developer Forum 2016-04-11 MagPie

Monday 11 Apr 2016, 16:00 → 17:00 Europe/Zurich

31/S-023 (CERN)

The Invenio Developer Forum takes place every Monday at 16:00 CET/CEST and can be accessed via teleconferencing at https://vidyoportal.cern.ch/flex.html?roomdirect.html&key=ygjcGzMEk8re

16:00 → 17:00 MagPie

Speakers: Eamonn James Maguire (CERN), Jan Andrzej Stypka (AGH University of Science and Technology (PL)), Samuele Kaplun (CERN)

magpie-slides.pdf

The talk will be about the problem of automatic keyword extraction and different ways to tackle it. We will present and describe in detail a supervised machine learning approach that uses artificial neural networks and word embeddings. This solution may be also easily generalised to perform other tasks such as predicting the subject category of a paper or any problem within the category of multi-label text classification. If nothing explodes, there will also be a live demo.