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IT – Coimbra
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Tel: +351 239 796 236
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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
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