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.

[pdf]

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.

[pdf]

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

[pdf]

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.

[pdf]

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.

[pdf]

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

[pdf]

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.

[pdf]

André F. T. Martins, Pedro M. Q. Aguiar, and Mário A. T. Figueiredo.

"Nonextensive Generalizations of the Jensen-Shannon Divergence."

Submitted for publication, 2008.

[arXiv]

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

[pdf]

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.

[pdf]

C. Amaral, A. Cassan, H. Figueira, A. Martins, A. Mendes, P. Mendes, C. Pinto, D. Vidal.

"Priberam's Question Answering System in QA@CLEF 2007."

Working Notes for the Cross Language Evaluation Forum (CLEF), 2007.

[pdf]

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.

[pdf]

2006

André F. T. Martins.

"Generative kernels."

Technical report, Inst. Sup. Técnico, UTL, Lisbon, Portugal.

[pdf]

A. Cassan, H. Figueira, A. Martins, A. Mendes, P. Mendes, C. Pinto and D. Vidal.

"Priberam's Question Answering System in a Cross-Language Environment."

CLEF, Lecture Notes in Computer Science, Vol. 4730, pp. 300-309, Springer, 2006.

Working notes version: [pdf]

2005

C. Amaral, H. Figueira, A. Martins, A. Mendes, P. Mendes, C. Pinto.

"Priberam's Question Answering System for Portuguese."

CLEF, Lecture Notes in Computer Science, Vol. 4022, pp. 410-419, Springer, 2005.

Working notes version: [pdf]

A. Martins.

"Orientação Automática na Baixa Pombalina: classes de equiprojectividade e estimação sequencial a partir de vídeo."

Lisbon, 2005 (unpublished manuscript in Portuguese).

[pdf]

A. Martins, P. Aguiar and M. Figueiredo.

"Orientation in Manhattan: Equiprojective Classes and Sequential Estimation."

IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), vol.

27, no. 5, pp. 822-827, May 2005.

[pdf] [movie #1] [movie #2] [movie #3]

2004

A. Martins, A. Mendes, C. Amaral, C. Pinto and D. Laurent.

"Design and Implementation of a Semantic Search Engine for Portuguese."

Proceedings of 4th International Conference on Language Resources and

Evaluation (LREC),

Lisbon, Portugal, May 2004.

[pdf]

2003

A. Martins, P. Aguiar and M. Figueiredo.

"Navigating in Manhattan: 3D Orientation From Video Without Correspondences."

Proceedings of IEEE International Conference on Image Processing (ICIP),

Barcelona, Spain, September 2003.

[pdf]