Marcos V. Treviso

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 29

Top Topics

Machine Translation

Natural Language

Coreference Resolution

Semantic Dependencies

Top Venues

Publications

Marcos V. Treviso, Nuno Miguel Guerreiro, Sweta Agrawal, Ricardo Rei, José Pombal, Tânia Vaz, Helena Wu, Beatriz Silva, Daan van Stigt, André F. T. Martins
xTower: A Multilingual LLM for Explaining and Correcting Translation Errors. CoRR (2024)
Hugo Pitorro, Pavlo Vasylenko, Marcos V. Treviso, André F. T. Martins
How Effective are State Space Models for Machine Translation? CoRR (2024)
Ricardo Rei, Nuno Miguel Guerreiro, Marcos V. Treviso, Luísa Coheur, Alon Lavie, André F. T. Martins
The Inside Story: Towards Better Understanding of Machine Translation Neural Evaluation Metrics. CoRR (2023)
Marcos V. Treviso, Ji-Ung Lee, Tianchu Ji, Betty van Aken, Qingqing Cao, Manuel R. Ciosici, Michael Hassid, Kenneth Heafield, Sara Hooker, Colin Raffel, Pedro Henrique Martins, André F. T. Martins, Jessica Zosa Forde, Peter A. Milder, Edwin Simpson, Noam Slonim, Jesse Dodge, Emma Strubell, Niranjan Balasubramanian, Leon Derczynski, Iryna Gurevych, Roy Schwartz
Efficient Methods for Natural Language Processing: A Survey. Trans. Assoc. Comput. Linguistics 11 (2023)
Ricardo Rei, Nuno Miguel Guerreiro, Marcos V. Treviso, Luísa Coheur, Alon Lavie, André Martins
The Inside Story: Towards Better Understanding of Machine Translation Neural Evaluation Metrics. ACL (2) (2023)
Marcos V. Treviso, Alexis Ross, Nuno Miguel Guerreiro, André F. T. Martins
CREST: A Joint Framework for Rationalization and Counterfactual Text Generation. CoRR (2023)
Ricardo Rei, Nuno Miguel Guerreiro, José Pombal, Daan van Stigt, Marcos V. Treviso, Luísa Coheur, José G. C. de Souza, André F. T. Martins
Scaling up COMETKIWI: Unbabel-IST 2023 Submission for the Quality Estimation Shared Task. CoRR (2023)
Ricardo Rei, Nuno M. Guerreiro, José Pombal, Daan van Stigt, Marcos V. Treviso, Luísa Coheur, José G. C. de Souza, André Martins
Scaling up CometKiwi: Unbabel-IST 2023 Submission for the Quality Estimation Shared Task. WMT (2023)
Marcos V. Treviso, Alexis Ross, Nuno Miguel Guerreiro, André Martins
CREST: A Joint Framework for Rationalization and Counterfactual Text Generation. ACL (1) (2023)
Patrick Fernandes, Marcos V. Treviso, Danish Pruthi, André F. T. Martins, Graham Neubig
Learning to Scaffold: Optimizing Model Explanations for Teaching. CoRR (2022)
André F. T. Martins, Ben Peters, Chrysoula Zerva, Chunchuan Lyu, Gonçalo M. Correia, Marcos V. Treviso, Pedro Henrique Martins, Tsvetomila Mihaylova
DeepSPIN: Deep Structured Prediction for Natural Language Processing. EAMT (2022)
André F. T. Martins, Marcos V. Treviso, António Farinhas, Pedro M. Q. Aguiar, Mário A. T. Figueiredo, Mathieu Blondel, Vlad Niculae
Sparse Continuous Distributions and Fenchel-Young Losses. J. Mach. Learn. Res. 23 (2022)
Patrick Fernandes, Marcos V. Treviso, Danish Pruthi, André Martins, Graham Neubig
Learning to Scaffold: Optimizing Model Explanations for Teaching. NeurIPS (2022)
Marcos V. Treviso, António Góis, Patrick Fernandes, Erick Rocha Fonseca, André F. T. Martins
Predicting Attention Sparsity in Transformers. SPNLP@ACL (2022)
Ricardo Rei, Marcos V. Treviso, Nuno Miguel Guerreiro, Chrysoula Zerva, Ana C. Farinha, Christine Maroti, José G. C. de Souza, Taisiya Glushkova, Duarte M. Alves, Luísa Coheur, Alon Lavie, André F. T. Martins
CometKiwi: IST-Unbabel 2022 Submission for the Quality Estimation Shared Task. WMT (2022)
Marcos V. Treviso, Tianchu Ji, Ji-Ung Lee, Betty van Aken, Qingqing Cao, Manuel R. Ciosici, Michael Hassid, Kenneth Heafield, Sara Hooker, Pedro Henrique Martins, André F. T. Martins, Peter A. Milder, Colin Raffel, Edwin Simpson, Noam Slonim, Niranjan Balasubramanian, Leon Derczynski, Roy Schwartz
Efficient Methods for Natural Language Processing: A Survey. CoRR (2022)
Ricardo Rei, Marcos V. Treviso, Nuno Miguel Guerreiro, Chrysoula Zerva, Ana C. Farinha, Christine Maroti, José G. C. de Souza, Taisiya Glushkova, Duarte M. Alves, Alon Lavie, Luísa Coheur, André F. T. Martins
CometKiwi: IST-Unbabel 2022 Submission for the Quality Estimation Shared Task. CoRR (2022)
Marcos V. Treviso, António Góis, Patrick Fernandes, Erick R. Fonseca, André F. T. Martins
Predicting Attention Sparsity in Transformers. CoRR (2021)
André F. T. Martins, Marcos V. Treviso, António Farinhas, Pedro M. Q. Aguiar, Mário A. T. Figueiredo, Mathieu Blondel, Vlad Niculae
Sparse Continuous Distributions and Fenchel-Young Losses. CoRR (2021)
Marcos V. Treviso, Nuno Miguel Guerreiro, Ricardo Rei, André F. T. Martins
IST-Unbabel 2021 Submission for the Explainable Quality Estimation Shared Task. Eval4NLP (2021)
Marcos V. Treviso, André F. T. Martins
The Explanation Game: Towards Prediction Explainability through Sparse Communication. BlackboxNLP@EMNLP (2020)
Edresson Casanova, Marcos V. Treviso, Lilian Hübner, Sandra M. Aluísio
Evaluating Sentence Segmentation in Different Datasets of Neuropsychological Language Tests in Brazilian Portuguese. LREC (2020)
Marcos V. Treviso, André F. T. Martins
Towards Prediction Explainability through Sparse Communication. CoRR (2020)
André F. T. Martins, Marcos V. Treviso, António Farinhas, Vlad Niculae, Mário A. T. Figueiredo, Pedro M. Q. Aguiar
Sparse and Continuous Attention Mechanisms. CoRR (2020)
André F. T. Martins, António Farinhas, Marcos V. Treviso, Vlad Niculae, Pedro M. Q. Aguiar, Mário A. T. Figueiredo
Sparse and Continuous Attention Mechanisms. NeurIPS (2020)
Fábio N. Kepler, Jonay Trénous, Marcos V. Treviso, Miguel Vera, André F. T. Martins
OpenKiwi: An Open Source Framework for Quality Estimation. CoRR (2019)
Fábio N. Kepler, Jonay Trénous, Marcos V. Treviso, Miguel Vera, António Góis, M. Amin Farajian, António V. Lopes, André F. T. Martins
Unbabel's Participation in the WMT19 Translation Quality Estimation Shared Task. CoRR (2019)
Fábio N. Kepler, Jonay Trénous, Marcos V. Treviso, Miguel Vera, André F. T. Martins
OpenKiwi: An Open Source Framework for Quality Estimation. ACL (3) (2019)
Fábio N. Kepler, Jonay Trénous, Marcos V. Treviso, Miguel Vera, António Góis, M. Amin Farajian, António V. Lopes, André F. T. Martins
Unbabel's Participation in the WMT19 Translation Quality Estimation Shared Task. WMT (3) (2019)