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.