MaTESe: Machine Translation Evaluation as a Sequence Tagging Problem. - Stefano Perrella; Lorenzo Proietti 002; Alessandro Scirè; Niccolò Campolungo; Roberto Navigli (WMT, 2022)

Guardians of the Machine Translation Meta-Evaluation: Sentinel Metrics Fall In! - Stefano Perrella; Lorenzo Proietti 002; Alessandro Scirè; Edoardo Barba; Roberto Navigli (ACL (1), 2024)

Analyzing Homonymy Disambiguation Capabilities of Pretrained Language Models. - Lorenzo Proietti 002; Stefano Perrella; Simone Tedeschi; Giulia Vulpis; Leonardo Lavalle; Andrea Sanchietti; Andrea Ferrari; Roberto Navigli (LREC/COLING, 2024)

Beyond Correlation: Interpretable Evaluation of Machine Translation Metrics. - Stefano Perrella; Lorenzo Proietti 002; Pere-Lluís Huguet Cabot; Edoardo Barba; Roberto Navigli (EMNLP, 2024)

Has Machine Translation Evaluation Achieved Human Parity? The Human Reference and the Limits of Progress. - Lorenzo Proietti 002; Stefano Perrella; Roberto Navigli (CoRR, 2025)