Stefano Perrella

According to our database, Stefano Perrella authored at least 6 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Has Machine Translation Evaluation Achieved Human Parity? The Human Reference and the Limits of Progress.

Lorenzo Proietti, Stefano Perrella, Roberto Navigli

CoRR, June, 2025

ConLoan: A Contrastive Multilingual Dataset for Evaluating Loanwords.

Sina Ahmadi, Micha David Hess, Elena Álvarez Mellado, Alessia Battisti, Cui Ding, Anne Göhring, Yingqiang Gao, Zifan Jiang, Andrianos Michail, Peshmerge Morad, Joel Niklaus, Maria Christina Panagiotopoulou, Stefano Perrella, Juri Opitz, Anastassia Shaitarova, Rico Sennrich

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Beyond Correlation: Interpretable Evaluation of Machine Translation Metrics.

Stefano Perrella, Lorenzo Proietti, Pere-Lluís Huguet Cabot, Edoardo Barba, Roberto Navigli

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Analyzing Homonymy Disambiguation Capabilities of Pretrained Language Models.

Lorenzo Proietti, Stefano Perrella, Simone Tedeschi, Giulia Vulpis, Leonardo Lavalle, Andrea Sanchietti, Andrea Ferrari, Roberto Navigli

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Guardians of the Machine Translation Meta-Evaluation: Sentinel Metrics Fall In!

Stefano Perrella, Lorenzo Proietti, Alessandro Scirè, Edoardo Barba, Roberto Navigli

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2022

MaTESe: Machine Translation Evaluation as a Sequence Tagging Problem.

Stefano Perrella, Lorenzo Proietti, Alessandro Scirè, Niccolò Campolungo, Roberto Navigli

Proceedings of the Seventh Conference on Machine Translation, 2022