Marcos Vinicius Treviso

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

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

By Authors
By Institutions

Scientific Achievements

Academic Activities

1Supervision of MSc theses

As Co-supervisor

Adaptively Sparse Flash Attention, MSc Student, Nuno Miguel Matos Gonçalves, Expected conclusion 08-2025

Publications

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

Projects

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

Related UN SDG

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

IT Member Profile

Marcos Treviso

Scientific Achievements

As Co-supervisor

Currently running projects1

Closed Projects1