Följ
Andre Martins
Andre Martins
Carnegie Mellon University and Instituto Superior Tecnico
Verifierad e-postadress på cs.cmu.edu
Titel
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From softmax to sparsemax: A sparse model of attention and multi-label classification
A Martins, R Astudillo
International conference on machine learning, 1614-1623, 2016
7852016
Marian: Fast neural machine translation in C++
M Junczys-Dowmunt, R Grundkiewicz, T Dwojak, H Hoang, K Heafield, ...
arXiv preprint arXiv:1804.00344, 2018
7402018
A Survey on Automatic Text Summarization
D Das, AFT Martins
Language and Statistics II Course Project, LTI, CMU, 2007
7302007
Frame-semantic parsing
D Das, D Chen, AFT Martins, N Schneider, NA Smith
Computational linguistics 40 (1), 9-56, 2014
4012014
Universal Dependencies 2.2
J Nivre, M Abrams, Ž Agić, L Ahrenberg, L Antonsen, MJ Aranzabe, ...
2432018
Adaptively sparse transformers
GM Correia, V Niculae, AFT Martins
arXiv preprint arXiv:1909.00015, 2019
2412019
Concise integer linear programming formulations for dependency parsing
AFT Martins, NA Smith, E Xing
Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL …, 2009
2282009
Turning on the turbo: Fast third-order non-projective turbo parsers
AFT Martins, MB Almeida, NA Smith
Proceedings of the 51st Annual Meeting of the Association for Computational …, 2013
2272013
Sparse sequence-to-sequence models
B Peters, V Niculae, AFT Martins
arXiv preprint arXiv:1905.05702, 2019
2152019
Selective attention for context-aware neural machine translation
S Maruf, AFT Martins, G Haffari
arXiv preprint arXiv:1903.08788, 2019
1872019
Turbo parsers: Dependency parsing by approximate variational inference
AFT Martins, NA Smith, E Xing, P Aguiar, M Figueiredo
Proceedings of the 2010 Conference on Empirical Methods in Natural Language …, 2010
1652010
Summarization with a joint model for sentence extraction and compression
AFT Martins, NA Smith
Proceedings of the Workshop on Integer Linear Programming for Natural …, 2009
1442009
An augmented Lagrangian approach to constrained MAP inference.
AFT Martins, MAT Figueiredo, PMQ Aguiar, NA Smith, EP Xing
ICML 2, 2, 2011
1412011
Findings of the WMT 2021 shared task on quality estimation
L Specia, F Blain, M Fomicheva, C Zerva, Z Li, V Chaudhary, AFT Martins
Proceedings of the Sixth Conference on Machine Translation, 684-725, 2021
1382021
OpenKiwi: An open source framework for quality estimation
F Kepler, J Trénous, M Treviso, M Vera, AFT Martins
arXiv preprint arXiv:1902.08646, 2019
1372019
Nonextensive Information Theoretic Kernels on Measures.
AFT Martins, NA Smith, EP Xing, PMQ Aguiar, MAT Figueiredo
Journal of Machine Learning Research 10 (4), 2009
1372009
Results of WMT22 metrics shared task: Stop using BLEU–neural metrics are better and more robust
M Freitag, R Rei, N Mathur, C Lo, C Stewart, E Avramidis, T Kocmi, ...
Proceedings of the Seventh Conference on Machine Translation (WMT), 46-68, 2022
1362022
Sparsemap: Differentiable sparse structured inference
V Niculae, A Martins, M Blondel, C Cardie
International Conference on Machine Learning, 3799-3808, 2018
1292018
COMET-22: Unbabel-IST 2022 submission for the metrics shared task
R Rei, JGC De Souza, D Alves, C Zerva, AC Farinha, T Glushkova, ...
Proceedings of the Seventh Conference on Machine Translation (WMT), 578-585, 2022
1192022
Learning with fenchel-young losses
M Blondel, AFT Martins, V Niculae
Journal of Machine Learning Research 21 (35), 1-69, 2020
1192020
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Artiklar 1–20