In this paper we present the development of the terminology extraction module for Slovene which was framed within the Sketch Engine corpus management system and motivated by the KAS research project on resources and tools for analysing academic Slovene. We describe the formalism used for defining the grammaticality of terms as well as the calculation of the score of individual terms, give an overview of the definition of the term grammar for Slovene and evaluate it on a Slovene KAS corpus of academic Slovene.