Studying the Historical Semantics of Finnishness with a Bigram Approach. - Iiro Tiihonen; Yann Ciarán Ryan; Lidia Pivovarova; Aatu Liimatta; Tanja Säily; Mikko Tolonen (DHNB, 2022)

Using ECCO-BERT and the Historical Thesaurus of English to Explore Concepts and Agency in Historical Writing Interpreting the Eighteenth-century Luxury Debate. - Aatu Liimatta; Eetu Mäkelä; Filip Ginter; Iiro Rastas; Iiro Tiihonen; Jinbin Zhang; Lidia Pivovarova; Mikko Tolonen; Milja K; Rohit Babbar; Ruilin Wang; Tanja Säily; et al. (DH, 2023)

OCR quality and the resilience of algorithmic identification of linguistic register features in Eighteenth Century Collections Online. - Aatu Liimatta (J. Data Min. Digit. Humanit., 2024)

Digital debating cultures: communicative practices on Reddit. - Thomas C. Messerli; Daria Dayter; Sven Leuckert; Aatu Liimatta; Hanna Mahler; Axel Bohmann; Gustavo Kozma; Rafaela Tosin (Digit. Scholarsh. Humanit., 2025)