Publications by Alexandre Bouchard-Côté
2010
. Joint Probabilistic Modeling of Languages and Genes. In Society for Molecular Biology and Evolution. 2010.
. Painless unsupervised learning with features. In Proceedings of the North American Chapter of the Association for Computational Linguistics (NAACL10). 2010. pp. 582–590.
. Variational inference over combinatorial spaces. In Advances in Neural Information Processing Systems 23 (NIPS). 2010. pp. 280–288.
2009
. Improved reconstruction of protolanguage word forms. In Proceedings of the North American Chapter of the Association for Computational Linguistics (NAACL09). 2009. pp. 65–73.
. Optimization of structured mean field objectives. In Proceedings of the 25th Conference on Uncertainty in Artificial Intelligence (UAI09). 2009. pp. 67–74.
. Randomized pruning: efficiently calculating expectations in large dynamic programs. In Advances in Neural Information Processing Systems 22 (NIPS). 2009. pp. 144–152.
. A Hierarchical Dirichlet Process Prior for a Conditional Model of Phrase Alignment. In Workshop on statistical NLP at Advances in Neural Information Processing Systems 21 (NIPS). 2009.
2008
. Sampling alignment structure under a Bayesian translation model. In Proceedings of the 2008 Conference on Empirical Methods on Natural Language Processing (EMNLP08). 2008. pp. 314–323.
. Efficient inference in phylogenetic InDel trees. In Advances in Neural Information Processing Systems 21 (NIPS). 2008. pp. 177–184.
2007
. A probabilistic approach to diachronic phonology. In Proceedings of the 2007 Conference on Empirical Methods on Natural Language Processing (EMNLP07). 2007. pp. 887–896.
. A probabilistic approach to language change. In Advances in Neural Information Processing Systems 20 (NIPS). 2007.
2006
. An end-to-end discriminative approach to machine translation. In Proceedings of the 44th Annual Meeting of the Association for Computational Linguistics (ACL06). 2006. pp. 761–768.
2005
. An approximation algorithm for labelled Markov processes: towards realistic approximation. In Proceedings of the International Conference on Quantitative Evaluation of Systems. 2005. pp. 54–62.