In this paper we present a new approach to the problem of lemmatisation in inflectional languages on the example of Polish. We made an introduction to the problem domain, described the solution used – the Transformer architecture and learning process on lexical data – and presented experimental results showing a high degree of generalization of the new solution.
At the very end, we presented conclusions and plans for future research.