DeepSPIN DeepSPIN

Acronym: DeepSPIN

Main Objective:
Bringing together deep learning and structured prediction for Natural Language Processing.

Reference: ERC-2017-STG-758969

Funding: EU/H2020

Start Date: 01-02-2018

End Date: 01-02-2023

Team: André Filipe Torres Martins, Tsvetomila Borisova Mihaylova, Benjamin Paul Oscar Peters, Erick Rocha Fonseca, Marcos Vinicius Treviso, Gonçalo Rui Alves Faria, Chrysoula Zerva, Gonçalo Migueis Matos Afonso Correia, Nikita Nangia, Duarte Miguel Rodrigues dos Santos Marques Alves, Pedro Henrique Alves Martins, Vlad Niculae

Groups: Pattern and Image Analysis – Lx

Partners: IT, Unbabel

Local Coordinator: André Filipe Torres Martins

Links: https://deep-spin.github.io/

United Nations Strategic Development Goal - Industry, Innovation and Infrastructure

Associated Publications

4Papers in Conferences
G. F. Filandrianos, E. D. Dervakos, O. Menis-Mastromichalakis, C Zerva, G. Stamou, Counterfactuals of Counterfactuals: a back-translation-inspired approach to analyse counterfactual editors, Annual Meeting of the Association for Computational Linguistics - ACL, Toronto, Canada, Vol., pp. -, July, 2023,
| Abstract | Full text (PDF 876 KBs) | BibTex
R. Rei, J. G. Sousa, D. M. A. Alves, C Zerva, A. C. Farinha, T. Glushkova, A. Lavie, L. C. Coheur, A. Martins, COMET-22: Unbabel-IST 2022 submission for the metrics shared task, Conference on Machine Translation WMT, Abu Dhabi, United Arab Emirates, Vol., pp. -, December, 2022,
| Abstract | BibTex
C Zerva, F. Blain, R. Rei, P. Lertvittayakumjorn, J. G. Sousa, S. Eger, D. Kanojia, D. A. Alves, C. Orasan, M. Fomicheva, A. Martins, L. Specia, Findings of the wmt 2022 shared task on quality estimation, Conference on Machine Translation WMT, Abu Dhabi, United Arab Emirates, Vol., pp. -, December, 2022,
| Abstract | BibTex
T. Mihaylova, V. Niculae, A. Martins, Modeling Structure with Undirected Neural Networks, International Conf. on Machine Learning - ICML, Baltimore, United States, Vol., pp. -, July, 2022 | Full text (PDF 948 KBs) | BibTex