In this paper we will focus on corpora as a resource for researching language processing for terminological purposes. Based on the TEI guide, we present the templates used to tag our TxtCeram corpus and its features when working with WordSmith, a text analysis tool. We present an experiment for studying the frequency of hyperonyms in the introduction section of texts, while testing WordSmith’s suitability to work with our tagged corpus.