| 2025 | CogSci | Information Theory and Cognitive Science. | Noga Zaslavsky, Thomas A. Langlois, Nathaniel Imel, Clara Meister, Eleonora Gualdoni, Daniel Polani |
| 2025 | ICML | Scaling Laws for Forgetting during Finetuning with Pretraining Data Injection. | Louis Bthune, David Grangier, Dan Busbridge, Eleonora Gualdoni, Marco Cuturi, Pierre Ablin |
| 2024 | CogSci | On the Use of Language and Vision Models for Cognitive Science: The Case of Naming Norms. | Zhirui Chen, Andreas Mdebach, Eleonora Gualdoni, Gemma Boleda |
| 2024 | EMNLP | Why do objects have many names? A study on word informativeness in language use and lexical systems. | Eleonora Gualdoni, Gemma Boleda |
| 2023 | ACL | Run Like a Girl! Sport-Related Gender Bias in Language and Vision. | Sophia Harrison, Eleonora Gualdoni, Gemma Boleda |
| 2023 | CogSci | Quantifying informativeness of names in visual space. | Eleonora Gualdoni, Charles Kemp, Yang Xu, Gemma Boleda |
| 2023 | CVPR | Cross-Domain Image Captioning with Discriminative Finetuning. | Roberto Dess, Michele Bevilacqua, Eleonora Gualdoni, Nathanal Carraz Rakotonirina, Francesca Franzon, Marco Baroni |
| 2022 | CogSci | Woman or tennis player? Visual typicality and lexical frequency affect variation in object naming. | Eleonora Gualdoni, Thomas Brochhagen, Andreas Mdebach, Gemma Boleda |
| 2022 | CogSci | Effects of task and visual context on referring expressions using natural scenes. | Andreas Mdebach, Ekaterina Torubarova, Eleonora Gualdoni, Gemma Boleda |
| 2022 | EMNLP | Communication breakdown: On the low mutual intelligibility between human and neural captioning. | Roberto Dess, Eleonora Gualdoni, Francesca Franzon, Gemma Boleda, Marco Baroni |
| 2020 | EMNLP | Be Different to Be Better! A Benchmark to Leverage the Complementarity of Language and Vision. | Sandro Pezzelle, Claudio Greco, Greta Gandolfi, Eleonora Gualdoni, Raffaella Bernardi |