Understood in Translation: Transformers for Domain Understanding. - Dimitrios Christofidellis; Matteo Manica; Leonidas Georgopoulos; Hans Vandierendonck (SDU@AAAI, 2021)

GT4SD: Generative Toolkit for Scientific Discovery. - Matteo Manica; Joris Cadow; Dimitrios Christofidellis; Ashish Dave; Jannis Born; Dean Clarke; Yves Gaetan Nana Teukam; Samuel C. Hoffman; Matthew Buchan; Vijil Chenthamarakshan; Timothy Donovan; Hsiang-Han Hsu; et al. (CoRR, 2022)

Z-BERT-A: a zero-shot Pipeline for Unknown Intent detection. - Daniele Comi; Dimitrios Christofidellis; Pier Francesco Piazza; Matteo Manica (CoRR, 2022)

Zero-Shot-BERT-Adapters: a Zero-Shot Pipeline for Unknown Intent Detection. - Daniele Comi; Dimitrios Christofidellis; Pier Francesco Piazza; Matteo Manica (EMNLP (Findings), 2023)

Unifying Molecular and Textual Representations via Multi-task Language Modelling. - Dimitrios Christofidellis; Giorgio Giannone; Jannis Born; Ole Winther; Teodoro Laino; Matteo Manica (ICML, 2023)

We Need Improved Data Curation and Attribution in AI for Scientific Discovery. - Mara Graziani; Antonio Foncubierta; Dimitrios Christofidellis; Irina Espejo Morales; Malina Molnar; Marvin Alberts; Matteo Manica; Jannis Born (CoRR, 2025)