Gonçalo Migueis Matos Afonso Correia

Former IT academic position:	External Author
Joining/Leaving IT dates:	01-04-2018 / 01-04-2025
Roles held in IT:	Researcher
Former IT thematic line:	Information and Data Sciences
Group:	Pattern and Image Analysis – Lx

Publications

4Papers in Conferences

G. Correia, V. Niculae, W. Aziz, A. Martins, Efficient Marginalization of Discrete and Structured Latent Variables via Sparsity, Advances in Neural Information Processing Systems - NIPS, Conference online, December, 2020,
| Abstract | Full text (PDF 724 KBs) | BibTex
G. Correia, V. Niculae, A. Martins, Adaptively Sparse Transformers, Empirical Methods in Language Processing - EMNLP, Hong Kong, Hong Kong, November, 2019,
| Abstract | Full text (PDF 527 KBs) | BibTex
G. Correia, A. Martins, A Simple and Effective Approach to Automatic Post-Editing with Transfer Learning, Annual Meeting of the Association for Computational Linguistics - ACL, Florence, Italy, July, 2019,
| Abstract | Full text (PDF 352 KBs) | BibTex
A. Lopes, M. Farajian, G. Correia, J. Trénous, A. Martins, Unbabel’s Submission to the WMT2019 APE Shared Task: BERT-Based Encoder-Decoder for Automatic Post-Editing, Conference on Machine Translation WMT, Florence, Italy, July, 2019,
| Abstract | Full text (PDF 320 KBs) | BibTex

Projects

Acronym	Name	Funding Agency	Start date	Ending date
DeepSPIN	DeepSPIN	EU/H2020	01-02-2018	01-02-2023
LearnBIG	Unsupervised and Semi-Supervised Learning from Big Data	FCT/PTDC	01-05-2016	01-06-2018