Andre Martins
Andre Martins
Carnegie Mellon University and Instituto Superior Tecnico
Verifisert e-postadresse på cs.cmu.edu
Sitert av
Sitert av
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
Marian: Fast neural machine translation in C++
M Junczys-Dowmunt, R Grundkiewicz, T Dwojak, H Hoang, K Heafield, ...
arXiv preprint arXiv:1804.00344, 2018
A Survey on Automatic Text Summarization
D Das, AFT Martins
Language and Statistics II Course Project, LTI, CMU, 2007
Frame-semantic parsing
D Das, D Chen, AFT Martins, N Schneider, NA Smith
Computational linguistics 40 (1), 9-56, 2014
Adaptively sparse transformers
GM Correia, V Niculae, AFT Martins
arXiv preprint arXiv:1909.00015, 2019
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
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
Sparse sequence-to-sequence models
B Peters, V Niculae, AFT Martins
arXiv preprint arXiv:1905.05702, 2019
Universal Dependencies 1.2
J Nivre, Ž Agić, MJ Aranzabe, M Asahara, A Atutxa, M Ballesteros, J Bauer, ...
Universal Dependencies Consortium, 2015
Selective attention for context-aware neural machine translation
S Maruf, AFT Martins, G Haffari
arXiv preprint arXiv:1903.08788, 2019
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
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
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
An augmented Lagrangian approach to constrained MAP inference.
AFT Martins, MAT Figueiredo, PMQ Aguiar, NA Smith, EP Xing
ICML 2, 2, 2011
Nonextensive Information Theoretic Kernels on Measures.
AFT Martins, NA Smith, EP Xing, PMQ Aguiar, MAT Figueiredo
Journal of Machine Learning Research 10 (4), 2009
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
OpenKiwi: An open source framework for quality estimation
F Kepler, J Trénous, M Treviso, M Vera, AFT Martins
arXiv preprint arXiv:1902.08646, 2019
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
Sparsemap: Differentiable sparse structured inference
V Niculae, A Martins, M Blondel, C Cardie
International Conference on Machine Learning, 3799-3808, 2018
Learning with fenchel-young losses
M Blondel, AFT Martins, V Niculae
Journal of Machine Learning Research 21 (35), 1-69, 2020
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Artikler 1–20