As a PhD researcher, I am working on automatic morphological analysis of unedited, Medieval Greek book epigrams, provided by the Database of Byzantine Book Epigrams. Additionally, we are developing a model to automatically assign the lemma to each of the tokens in the DBBE corpus. In a last step of my research, I will compute semantic similarity between verses, hemistichs and complete poems. The result of this, will be used by colleagues on the project "Interconnected Texts".