Journal of the ACM (JACM)
The theory of parsing, translation, and compiling
The theory of parsing, translation, and compiling
A systematic comparison of various statistical alignment models
Computational Linguistics
Stochastic inversion transduction grammars and bilingual parsing of parallel corpora
Computational Linguistics
BLEU: a method for automatic evaluation of machine translation
ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics
Minimum error rate training in statistical machine translation
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
Automatic evaluation of machine translation quality using n-gram co-occurrence statistics
HLT '02 Proceedings of the second international conference on Human Language Technology Research
Moses: open source toolkit for statistical machine translation
ACL '07 Proceedings of the 45th Annual Meeting of the ACL on Interactive Poster and Demonstration Sessions
SSST '09 Proceedings of the Third Workshop on Syntax and Structure in Statistical Translation
Word alignment with Stochastic Bracketing Linear Inversion Transduction Grammar
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Linear inversion transduction grammar alignments as a second translation path
WMT '10 Proceedings of the Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR
An unsupervised model for joint phrase alignment and extraction
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
A $${\mathcal{O}(|G|n^6)}$$ time extension of inversion transduction grammars
Machine Translation
Improved reordering for shallow-n grammar based hierarchical phrase-based translation
NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Machine translation without words through substring alignment
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Substring-based machine translation
Machine Translation
SLSP'13 Proceedings of the First international conference on Statistical Language and Speech Processing
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We present a biparsing algorithm for Stochastic Bracketing Inversion Transduction Grammars that runs in O(bn3) time instead of O(n6). Transduction grammars learned via an EM estimation procedure based on this biparsing algorithm are evaluated directly on the translation task, by building a phrase-based statistical MT system on top of the alignments dictated by Viterbi parses under the induced bigrammars. Translation quality at different levels of pruning are compared, showing improvements over a conventional word aligner even at heavy pruning levels.