Creating and sharing knowledge for telecommunications

IT Member Profile

... Marcos Vinicius Treviso

Researcher

Marcos Treviso

Academic position: Post. Doc.
Joining date: 01-02-2019
Roles in IT: Researcher
Thematic Line: Information and Data Sciences
Group: Multimedia Signal Processing – Co

Email: Send Email
Address: IT – Coimbra
Department of Electrical and Computer Engineering
University of Coimbra - Pole II
P-3030-290 COIMBRA
Tel: +351 239 796 236
Fax: +351 239 796 293

ORCID iD
https://www.orcid.org/0000-0002-3286-0609

Scientific Achievements

11Papers in Conferences
  • M. V. T. Treviso, N. Guerreiro, S. A. Agrawal, R. Rei, J. Pombal, T. Vaz, HW Wu, B. Silva, D. Stigt, A. Martins, xTower: A Multilingual LLM for Explaining and Correcting Translation Errors, Empirical Methods in Language Processing - EMNLP, Miami, United States, November, 2024,
    | Abstract     | BibTex
  • M. V. T. Treviso, H. P. Pitorro, P. Vasylenko, A. Martins, How Effective are State Space Models for Machine Translation?, Conference on Machine Translation WMT, Miami, United States, November, 2024,
    | Abstract     | BibTex
  • M. V. T. Treviso, A. R. Ross, N. Guerreiro, A. Martins, CREST: A Joint Framework for Rationalization and Counterfactual Text Generation, Annual Meeting of the Association for Computational Linguistics - ACL, Toronto, Canada, Vol., pp. -, July, 2023 | BibTex
  • M. V. T. Treviso, R. Rei, N. Guerreiro, L. C. Coheur, A. Lavie, A. Martins, The Inside Story: Towards Better Understanding of Machine Translation Neural Evaluation Metrics, Annual Meeting of the Association for Computational Linguistics - ACL, Toronto, Canada, July, 2023 | BibTex
  • R. Rei, M. V. T. Treviso, C Zerva, N. Guerreiro, A. C. Farinha, C. M. Maroti, J.M. Sousa, T. Glushkova, D. M. A. Alves, A. Lavie, L. C. Coheur, A. Martins, CometKiwi: IST-Unbabel 2022 Submission for the Quality Estimation Shared Task, Conference on Machine Translation WMT, Abu Dhabi, United Arab Emirates, Vol., pp. -, December, 2022,
    | Abstract     | BibTex
  • P. Fernandes, M. V. T. Treviso, D. Pruthi, A. Martins, G. Neubig, Learning to Scaffold: Optimizing Model Explanations for Teaching, Advances in Neural Information Processing Systems - NIPS, New Orleans, United States, Vol., pp. -, November, 2022,
    | Abstract     | BibTex
  • M. V. T. Treviso, A. Gois, P. Fernandes, E.F. Fonseca, A. Martins, Predicting Attention Sparsity in Transformers, Annual Meeting of the Association for Computational Linguistics - ACL, Dublin, Ireland, May, 2022 | BibTex
  • M. V. T. Treviso, N. Guerreiro, R. Rei, A. Martins, IST-Unbabel 2021 Submission for the Explainable Quality Estimation Shared Task, Empirical Methods in Language Processing - EMNLP, Punta Cana, Dominican Republic, November, 2021 | BibTex
  • A. Martins, M. V. T. Treviso, The Explanation Game: Towards Prediction Explainability through Sparse Communication, BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP, Punta Cana, Dominican Republic, November, 2020 | Full text (PDF 642 KBs) | BibTex
  • F. Kepler, J. Trénous, M. V. T. Treviso, M. Vera, A. Gois, M. Farajian, A. Lopes, A. Martins, Unbabel's Participation in the WMT19 Translation Quality Estimation Shared Task, Annual Meeting of the Association for Computational Linguistics - ACL, Florence, Italy, August, 2019 | Full text (PDF 264 KBs) | BibTex
  • F. Kepler, J. Trénous, M. V. T. Treviso, M. Vera, A. Martins, OpenKiwi: An Open Source Framework for Quality Estimation, Annual Meeting of the Association for Computational Linguistics - ACL, Florence, Italy, August, 2019 | Full text (PDF 327 KBs) | BibTex

Currently running projects1

Acronym Name Funding Agency Start date Ending date
UTTER Unified Transcription and Translation for Extended Reality EU 01-10-2022 30-09-2025

Closed Projects1

Acronym Name Funding Agency Start date Ending date
DeepSPIN DeepSPIN EU/H2020 01-02-2018 01-02-2023

Activities from this researcher fall under the following United Nations Strategic Development Goals (SDGs):

© 2025, IT - Instituto de Telecomunicações | All Rights Reserved