2010
André F. T. Martins, Noah A. Smith, Eric P. Xing, Pedro M. Q. Aguiar, and Mário A. T. Figueiredo, Augmented Dual Decomposition for MAP Inference, NIPS Workshop in Optimization for Machine Learning, Whistler, Canada, December 2010.
André F. T. Martins, Noah A. Smith, Eric P. Xing, Pedro M. Q. Aguiar, and Mário A. T. Figueiredo, Online MKL for Structured Prediction, NIPS Workshop in New Directions in Multiple Kernel Learning, Whistler, Canada, December 2010.
André F. T. Martins, Noah A. Smith, Eric P. Xing, Mário A. T. Figueiredo and Pedro M. Q. Aguiar, TurboParsers: Dependency Parsing by Approximate Variational Inference, Empirical Methods in Natural Language Processing (EMNLP'10), Boston, USA, October 2010.
André F. T. Martins, Kevin Gimpel, Noah A. Smith, Eric P. Xing, Pedro M. Q. Aguiar, and Mário A. T. Figueiredo, Learning Structured Classifiers with Dual Coordinate Ascent, Technical report CMU-ML-10-109.
2009
André F. T. Martins, Noah A. Smith, and Eric P. Xing, Concise Integer Linear Programming Formulations for Dependency Parsing, Annual Meeting of the Association for Computational Linguistics (ACL'09), Singapore, August 2009. Best Paper Award.
André F. T. Martins, Noah A. Smith, and Eric P. Xing., Polyhedral Outer Approximations with Application to Natural Language Parsing, International Conference on Machine Learning (ICML'09), Montreal, Canada, June 2009.
André F. T. Martins, Mário A. T. Figueiredo, Pedro M. Q. Aguiar, Noah A. Smith, and Eric P. Xing., Nonextensive Information Theoretic Kernels on Measures, Journal of Machine Learning Research, 2009, vol.10, pp.935-975
André F. T. Martins and Noah A. Smith, Summarization with a Joint Model for Sentence Extraction and Compression, NAACL-HLT Workshop on Integer Linear Programming for NLP, Boulder, USA, June 2009.
Helena Figueira, Afonso Mendes, Pedro Mendes, Cláudia Pinto (2009), O acordo ortográfico de 1990 e os correctores automáticos. In Chrys Chrystello (ed.). Açores 2009: a insularidade, o isolamento e a preservação da língua portuguesa no mundo. Atas do 4º Encontro Açoriano da Lusofonia. S. Miguel: Colóquios da Lusofonia, 2009, pp. 117-124.
2008
André F. T. Martins, Dipanjan Das, Noah A. Smith, and Eric P. Xing, Stacking dependency parsers, Empirical Methods in Natural Language Processing (EMNLP'08), Honolulu, Hawaii, October 2008.
André F. T. Martins, Mário A. T. Figueiredo, Pedro M. Q. Aguiar, Noah A. Smith, and Eric P. Xing, Nonextensive entropic kernels, Technical report CMU-ML-08-106, 2008.
André F. T. Martins, Mário A. T. Figueiredo, Pedro M. Q. Aguiar, Noah A. Smith, and Eric P. Xing, Nonextensive entropic kernels, International Conference on Machine Learning ICML'08, Helsinki, Finland, July 2008.
André F. T. Martins, Pedro M. Q. Aguiar, and Mário A. T. Figueiredo, Nonextensive Generalizations of the Jensen-Shannon Divergence, Submitted for publication, 2008.
André F. T. Martins, Pedro M. Q. Aguiar, and Mário A. T. Figueiredo, Tsallis kernels on measures, IEEE Information Theory Workshop ITW'08, Porto, Portugal, May 2008.
Helena Figueira, Afonso Mendes, Pedro Mendes, Cláudia Pinto (2008), Implicações do Acordo Ortográfico da Língua Portuguesa de 1990 em programas informáticos de correção ortográfica. In Revista Lusófona de Humanidades e Tecnologias, n.º 12, Lisboa: Universidade Lusófona, 2008, pp. 25-35.
Carlos Amaral, Helena Figueira, Afonso Mendes, Pedro Mendes, Cláudia Pinto, Tiago Veiga (2008), Adaptação do sistema de reconhecimento de entidades mencionadas da Priberam ao HAREM. In Cristina Mota & Diana Santos (eds.). Desafios na avaliação conjunta do reconhecimento de entidades mencionadas: O Segundo HAREM. Linguateca, 2008, pp. 171-179.
Carlos Amaral, Adán Cassan, Helena Figueira, André Martins, Afonso Mendes, Pedro Mendes, José Pina, Cláudia Pinto (2008), Priberam’s question answering system in QA@CLEF 2008. In Proceedings of the 9th Workshop of the Cross-Language Evaluation Forum, CLEF 2008, Aarhus, Denmark, Springer Berlin / Heidelberg, 2008 [a publicar].
Helena Figueira, Afonso Mendes, Pedro Mendes, Cláudia Pinto (2008), O novo acordo ortográfico e os correctores automáticos. Actas do IX Congresso da Associação Internacional de Lusitanistas, Funchal: AIL/UMa, 2008, Portugal [a publicar].
2007
Dipanjan Das, André F.T. Martins, A Survey on Automatic Text Summarization, Literature Survey for the Language and Statistics II course at CMU, November, 2007.
André F. T. Martins, Mário A. T. Figueiredo, Pedro M. Q. Aguiar, Kernels and Similarity Measures for Text Classification, In Proceedings 6th Conference on Telecommunications, Peniche, Portugal, 2007.
Carlos Amaral, Adán Cassan, Helena Figueira, André Martins, Afonso Mendes, Pedro Mendes, Cláudia Pinto, Daniel Vidal (2007), Priberam’s question answering system in QA@CLEF 2007. In Advances in Multilingual and Multimodal Information Retrieval - 8th Workshop of the Cross-Language Evaluation Forum, CLEF 2007, Budapest, Hungary, September 19-21, Springer Berlin / Heidelberg, 2007, pp. 364-371.
2006
André F. T. Martins, Generative kernels, Technical report, Inst. Sup. Técnico, UTL, Lisbon, Portugal.
Adán Cassan, Helena Figueira, André Martins, Afonso Mendes, Pedro Mendes, Cláudia Pinto, Daniel Vidal (2006), Priberam’s question answering system in a cross-language environment. In Evaluation of Multilingual and Multi-modal Information Retrieval - 7th Workshop of the Cross-Language Evaluation Forum, CLEF 2006, Alicante, Spain, September 20-22, Springer Berlin / Heidelberg, 2006, pp. 300-309.
2005
Carlos Amaral, Helena Figueira, André Martins, Afonso Mendes, Pedro Mendes, Cláudia Pinto (2005), Priberam’s question answering system for Portuguese. In Accessing Multilingual Information Repositories - 6th Workshop of the Cross-Language Evalution Forum, CLEF 2005, Vienna, Austria, 21-23 September, Springer Berlin / Heidelberg, 2005, pp. 410-419.
2004
Carlos Amaral, Dominique Laurent, André Martins, Afonso Mendes, Cláudia Pinto (2004), Design and Implementation of a Semantic Search Engine for Portuguese. In Proceedings of the 4th International Conference on Language Resources and Evaluation (LREC 2004), Paris: ELRA, 2004, vol. I, pp. 247-250.
Carlos Amaral, Helena Figueira, Afonso Mendes, Pedro Mendes, Cláudia Pinto (2004), A Workbench for Developing Natural Language Processing Tools. In Pre-Proceedings of the 1st Workshop on International Proofing Tools and Language Technologies, Patras, Greece, 2004.
José Cipriano Catarino e Cláudia Pinto (2004), Em torno de preposições causativas. In Tiago Freitas e Amália Mendes (orgs.) Actas do XIX Encontro Nacional da Associação Portuguesa de Linguística, Lisboa: APL, 2004, pp. 275-381.