Numerical Recipes in C++: the art of scientific computing
Numerical Recipes in C++: the art of scientific computing
The mathematics of statistical machine translation: parameter estimation
Computational Linguistics - Special issue on using large corpora: II
A syntax-based statistical translation model
ACL '01 Proceedings of the 39th Annual Meeting on Association for Computational Linguistics
Statistical phrase-based translation
NAACL '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology - Volume 1
Loosely tree-based alignment for machine translation
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
Improved statistical alignment models
ACL '00 Proceedings of the 38th Annual Meeting on Association for Computational Linguistics
Filtering-Ranking Perceptron Learning for Partial Parsing
Machine Learning
Statistical machine translation using coercive two-level syntactic transduction
EMNLP '03 Proceedings of the 2003 conference on Empirical methods in natural language processing
MT evaluation: human-like vs. human acceptable
COLING-ACL '06 Proceedings of the COLING/ACL on Main conference poster sessions
NAACL-Short '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Companion Volume: Short Papers
Context-aware discriminative phrase selection for statistical machine translation
StatMT '07 Proceedings of the Second Workshop on Statistical Machine Translation
StatMT '06 Proceedings of the Workshop on Statistical Machine Translation
Translation paraphrases in phrase-based machine translation
CICLing'08 Proceedings of the 9th international conference on Computational linguistics and intelligent text processing
Combining unsupervised and supervised alignments for MT: an empirical study
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Short communication: A SomAgent statistical machine translation
Applied Soft Computing
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We describe the Spanish-to-English LDV-COMBO system for the Shared Task 2: "Exploiting Parallel Texts for Statistical Machine Translation" of the ACL-2005 Workshop on "Building and Using Parallel Texts: Data-Driven Machine Translation and Beyond". Our approach explores the possibility of working with alignments at different levels of abstraction, using different degrees of linguistic annotation. Several phrase-based translation models are built out from these alignments. Their combination significatively outperforms any of them in isolation. Moreover, we have built a word-based translation model based on WordNet which is used for unknown words.