Patrick Santos Fernandes

Patrick Fernandes

Academic position:	PhD Student
Joining date:	01-09-2020
Roles in IT:	PhD Student
Thematic Line:	Networks and Services
Group:	Pattern and Image Analysis – Lx

Email: Send Email
Address: IT – Lisboa
Instituto Superior Técnico - Torre Norte - Piso 10
Av. Rovisco Pais, 1
1049 - 001 Lisboa
Tel: +351 21 841 84 54
Fax: +351 21 841 84 72

Scientific Achievements

Thesis Information

Context Aware Machine Translation (MAIA project), Instituto Superior Técnico, PhD Student, Patrick Santos Fernandes, Supervisor: A. Martins, set-2020 - set-2024

Publications

5Papers in Conferences

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 | Full text (PDF 2 MBs) | BibTex
P. Fernandes, A. F, R. Rei, J. G. de Souza, P O Ogayo, G. Neubig, A. Martins, Quality-Aware Decoding for Neural Machine Translation, Annual Conference of the North American Chapter of the Association for Computational Linguistics NAACL, Seattle, United States, Vol., pp. -, July, 2022,
| Abstract | Full text (PDF 617 KBs) | 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 | Full text (PDF 2 MBs) | BibTex
P. Fernandes, G. Neubig, A. Martins, Measuring and Increasing Context Usage in Context-Aware Machine Translation, Annual Meeting of the Association for Computational Linguistics - ACL, Bangkok, Thailand, August, 2021,
| Abstract | Full text (PDF 353 KBs) | BibTex
K. Yin, P. Fernandes, D. Pruthi, . Chaudhary, A. Martins, G. Neubig, Do Context-Aware Translation Models Pay the Right Attention?, Annual Meeting of the Association for Computational Linguistics - ACL, Bangkok, Thailand, August, 2021,
| Abstract | Full text (PDF 663 KBs) | BibTex

Projects

Currently running projects1

Acronym	Name	Funding Agency	Start date	Ending date
MAIA	Multilingual Virtual Agents for Customer Service	P2020	01-07-2020	01-07-2023

IT Member Profile

Patrick Fernandes

Scientific Achievements

Currently running projects1