Syntactic Perturbations Reveal Representational Correlates of Hierarchical Phrase Structure in Pretrained Language Models. - Matteo Alleman; Jonathan Mamou; Miguel A. Del Rio; Hanlin Tang; Yoon Kim; SueYeon Chung (RepL4NLP@ACL-IJCNLP, 2021)

Task structure and nonlinearity jointly determine learned representational geometry. - Matteo Alleman; Jack W. Lindsey; Stefano Fusi (ICLR, 2024)

Unsupervised Learning of Categorical Structure. - Matteo Alleman; Stefano Fusi (UniReps, 2025)