| 2024 | CogSci | Improved classification accuracy in deep vision models does not come with better predictions of perceptual similarity. | Fritz Gnther, Marco Marelli, Marco Alessandro Petilli |
| 2024 | COLING | The Emergence of Semantic Units in Massively Multilingual Models. | Andrea Gregor de Varda, Marco Marelli |
| 2023 | ACL | Scaling in Cognitive Modelling: a Multilingual Approach to Human Reading Times. | Andrea Gregor de Varda, Marco Marelli |
| 2022 | IJCNLP | The Effects of Surprisal across Languages: Results from Native and Non-native Reading. | Andrea Gregor de Varda, Marco Marelli |
| 2021 | EMNLP | SWEAT: Scoring Polarization of Topics across Different Corpora. | Federico Bianchi, Marco Marelli, Paolo Nicoli, Matteo Palmonari |
| 2017 | EACL | Be Precise or Fuzzy: Learning the Meaning of Cardinals and Quantifiers from Vision. | Sandro Pezzelle, Marco Marelli, Raffaella Bernardi |
| 2014 | LREC | A SICK cure for the evaluation of compositional distributional semantic models. | Marco Marelli, Stefano Menini, Marco Baroni, Luisa Bentivogli, Raffaella Bernardi, Roberto Zamparelli |
| 2013 | ACL | A relatedness benchmark to test the role of determiners in compositional distributional semantics. | Raffaella Bernardi, Georgiana Dinu, Marco Marelli, Marco Baroni |
| 2013 | ACL | Compositional-ly Derived Representations of Morphologically Complex Words in Distributional Semantics. | Angeliki Lazaridou, Marco Marelli, Roberto Zamparelli, Marco Baroni |
| 2008 | PERCOM | PERLA: A Data Language for Pervasive Systems. | Fabio Alberto Schreiber, Romolo Camplani, Marco Fortunato, Marco Marelli, Filippo Pacifici |