| A SURVEY AUTOMATIC TEXT SUMMARIZATION O Tas, F Kiyani PressAcademia Procedia 5 (1), 205-213, 2007 | 470 | 2007 |
| Frame-semantic parsing D Das, D Chen, AFT Martins, N Schneider, NA Smith Computational linguistics 40 (1), 9-56, 2014 | 250 | 2014 |
| Concise integer linear programming formulations for dependency parsing AFT Martins, NA Smith, EP Xing Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL …, 2009 | 188 | 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 | 173 | 2013 |
| 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 | 145 | 2016 |
| Turbo parsers: Dependency parsing by approximate variational inference AFT Martins, NA Smith, EP Xing, PMQ Aguiar, MAT Figueiredo Proceedings of the 2010 Conference on Empirical Methods in Natural Language …, 2010 | 136 | 2010 |
| Nonextensive information theoretic kernels on measures AFT Martins, NA Smith, EP Xing, PMQ Aguiar, MAT Figueiredo Journal of Machine Learning Research 10 (Apr), 935-975, 2009 | 117 | 2009 |
| An Augmented Lagrangian Approach to Constrained MAP Inference. AFT Martins, MAT Figueiredo, PMQ Aguiar, NA Smith, EP Xing ICML 2, 2, 2011 | 108 | 2011 |
| 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 | 103 | 2009 |
| Stacking dependency parsers AFT Martins, D Das, NA Smith, E Xing Proceedings of the 2008 Conference on Empirical Methods in Natural Language …, 2008 | 100 | 2008 |
| Universal Dependencies 2.1 J Nivre, Ž Agić, L Ahrenberg, L Antonsen, MJ Aranzabe, M Asahara, ... | 96 | 2017 |
| Marian: Fast neural machine translation in C++ M Junczys-Dowmunt, R Grundkiewicz, T Dwojak, H Hoang, K Heafield, ... arXiv preprint arXiv:1804.00344, 2018 | 79 | 2018 |
| Fast and robust compressive summarization with dual decomposition and multi-task learning MB Almeida, AFT Martins Proceedings of the 51st Annual Meeting of the Association for Computational …, 2013 | 79 | 2013 |
| Dual decomposition with many overlapping components AFT Martins, NA Smith, PMQ Aguiar, MAT Figueiredo Proceedings of the Conference on Empirical Methods in Natural Language …, 2011 | 72 | 2011 |
| Structured sparsity in structured prediction AFT Martins, NA Smith, PMQ Aguiar, MAT Figueiredo Proceedings of the conference on empirical methods in natural language …, 2011 | 68 | 2011 |
| An exact dual decomposition algorithm for shallow semantic parsing with constraints D Das, AFT Martins, NA Smith Proceedings of the First Joint Conference on Lexical and Computational …, 2012 | 56 | 2012 |
| AD3 alternating directions dual decomposition for MAP inference in graphical models AFT Martins, MAT Figueiredo, PMQ Aguiar, NA Smith, EP Xing The Journal of Machine Learning Research 16 (1), 495-545, 2015 | 49 | 2015 |
| Priberam: A turbo semantic parser with second order features AFT Martins | 44 | 2014 |
| Priberam’s question answering system for Portuguese C Amaral, H Figueira, A Martins, A Mendes, P Mendes, C Pinto Workshop of the Cross-Language Evaluation Forum for European Languages, 410-419, 2005 | 42 | 2005 |
| Online learning of structured predictors with multiple kernels AFT Martins, N Smith, E Xing, P Aguiar, M Figueiredo Proceedings of the Fourteenth International Conference on Artificial …, 2011 | 41 | 2011 |
