Learning dependency translation models as collections of finite-state head transducers
Computational Linguistics - Special issue on finite-state methods in NLP
The mathematics of statistical machine translation: parameter estimation
Computational Linguistics - Special issue on using large corpora: II
Stochastic inversion transduction grammars and bilingual parsing of parallel corpora
Computational Linguistics
A syntax-based statistical translation model
ACL '01 Proceedings of the 39th Annual Meeting on Association for Computational Linguistics
A parsing: fast exact Viterbi parse selection
NAACL '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology - Volume 1
Multitext Grammars and synchronous parsers
NAACL '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology - Volume 1
A comparative study on reordering constraints in statistical 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
Syntax-based alignment: supervised or unsupervised?
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Word alignment for languages with scarce resources using bilingual corpora of other language pairs
COLING-ACL '06 Proceedings of the COLING/ACL on Main conference poster sessions
Boosting statistical word alignment using labeled and unlabeled data
COLING-ACL '06 Proceedings of the COLING/ACL on Main conference poster sessions
Inducing word alignments with bilexical synchronous trees
COLING-ACL '06 Proceedings of the COLING/ACL on Main conference poster sessions
Statistical machine translation
ACM Computing Surveys (CSUR)
Dynamic Programming Algorithms as Products of Weighted Logic Programs
ICLP '08 Proceedings of the 24th International Conference on Logic Programming
Lexicalized Syntactic Reordering Framework for Word Alignment and Machine Translation
ICCPOL '09 Proceedings of the 22nd International Conference on Computer Processing of Oriental Languages. Language Technology for the Knowledge-based Economy
A component model of spatial locality
Proceedings of the 2009 international symposium on Memory management
Linguistically annotated BTG for statistical machine translation
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Efficient search for Inversion Transduction Grammar
EMNLP '06 Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
Inversion transduction grammar for joint phrasal translation modeling
SSST '07 Proceedings of the NAACL-HLT 2007/AMTA Workshop on Syntax and Structure in Statistical Translation
SSST '09 Proceedings of the Third Workshop on Syntax and Structure in Statistical Translation
StatMT '07 Proceedings of the Second Workshop on Statistical Machine Translation
Unsupervised multilingual grammar induction
ACL '09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 1 - Volume 1
Better word alignments with supervised ITG models
ACL '09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 2 - Volume 2
Non-projective parsing for statistical machine translation
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 1 - Volume 1
Bilingual segmentation for alignment and translation
CICLing'08 Proceedings of the 9th international conference on Computational linguistics and intelligent text processing
Discriminative pruning for discriminative ITG alignment
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Discriminative modeling of extraction sets for machine translation
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Discriminative word alignment with a function word reordering model
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Enhancing morphological alignment for translating highly inflected languages
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Improved discriminative ITG alignment using hierarchical phrase pairs and semi-supervised training
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Linguistically annotated reordering: Evaluation and analysis
Computational Linguistics
Dealing with spurious ambiguity in learning ITG-based word alignment
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: short papers - Volume 2
Unsupervised multilingual learning
Unsupervised multilingual learning
Textual entailment recognition using inversion transduction grammars
MLCW'05 Proceedings of the First international conference on Machine Learning Challenges: evaluating Predictive Uncertainty Visual Object Classification, and Recognizing Textual Entailment
IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing
Large scale inference of deterministic transductions: tenjinno problem 1
ICGI'06 Proceedings of the 8th international conference on Grammatical Inference: algorithms and applications
Fast inference in phrase extraction models with belief propagation
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
Statistical machine translation enhancements through linguistic levels: A survey
ACM Computing Surveys (CSUR)
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We present a version of Inversion Transduction Grammar where rule probabilities are lexicalized throughout the synchronous parse tree, along with pruning techniques for efficient training. Alignment results improve over unlexicalized ITG on short sentences for which full EM is feasible, but pruning seems to have a negative impact on longer sentences.