Deep learning for sentence clustering in essay grading support. - Li-Hsin Chang; Iiro Rastas; Jenna Kanerva; Valtteri Skantsi; Sampo Pyysalo; Filip Ginter (EDM, 2021)

Finnish Paraphrase Corpus. - Jenna Kanerva; Filip Ginter; Li-Hsin Chang; Iiro Rastas; Valtteri Skantsi; Jemina Kilpeläinen; Hanna-Mari Kupari; Jenna Saarni; Maija Sevón; Otto Tarkka (NoDaLiDa, 2021)

Deep learning for sentence clustering in essay grading support. - Li-Hsin Chang; Iiro Rastas; Sampo Pyysalo; Filip Ginter (CoRR, 2021)

Annotation Guidelines for the Turku Paraphrase Corpus. - Jenna Kanerva; Filip Ginter; Li-Hsin Chang; Iiro Rastas; Valtteri Skantsi; Jemina Kilpeläinen; Hanna-Mari Kupari; Aurora Piirto; Jenna Saarni; Maija Sevón; Otto Tarkka (CoRR, 2021)

Explainable Publication Year Prediction of Eighteenth Century Texts with the BERT Model. - Iiro Rastas; Yann Ciarán Ryan; Iiro Tiihonen; Mohammadreza Qaraei; Liina Repo; Rohit Babbar; Eetu Mäkelä; Mikko Tolonen; Filip Ginter (LChange@ACL, 2022)

Detecting Sequential Genre Change in Eighteenth-Century Texts. - Jinbin Zhang; Yann Ciarán Ryan; Iiro Rastas; Filip Ginter; Mikko Tolonen; Rohit Babbar (CHR, 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)

Towards diverse and contextually anchored paraphrase modeling: A dataset and baselines for Finnish. - Jenna Kanerva; Filip Ginter; Li-Hsin Chang; Iiro Rastas; Valtteri Skantsi; Jemina Kilpeläinen; Hanna-Mari Kupari; Aurora Piirto; Jenna Saarni; Maija Sevón; Otto Tarkka (Nat. Lang. Eng., 2024)

Finnish SQuAD: A Simple Approach to Machine Translation of Span Annotations. - Emil Nuutinen; Iiro Rastas; Filip Ginter (CoRR, 2025)