A maximum entropy approach to natural language processing
Computational Linguistics
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
Head automata and bilingual tiling: translation with minimal representations
ACL '96 Proceedings of the 34th annual meeting on Association for Computational Linguistics
A comparison of alignment models for statistical machine translation
COLING '00 Proceedings of the 18th conference on Computational linguistics - Volume 2
A syntax-based statistical translation model
ACL '01 Proceedings of the 39th Annual Meeting on Association for Computational Linguistics
BLEU: a method for automatic evaluation of machine translation
ACL '02 Proceedings of the 40th 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
Probabilistic parsing for German using sister-head dependencies
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
Minimum error rate training in statistical machine translation
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
Feature-rich statistical translation of noun phrases
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1
Statistical Machine Translation with Scarce Resources Using Morpho-syntactic Information
Computational Linguistics
A phrase-based, joint probability model for statistical machine translation
EMNLP '02 Proceedings of the ACL-02 conference on Empirical methods in natural language processing - Volume 10
Statistical machine translation by parsing
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
Improving a statistical MT system with automatically learned rewrite patterns
COLING '04 Proceedings of the 20th international conference on Computational Linguistics
Correcting ESL errors using phrasal SMT techniques
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Left-to-right target generation for hierarchical phrase-based translation
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Optimal constituent alignment with edge covers for semantic projection
ACL-44 Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics
Segment choice models: feature-rich models for global distortion in statistical machine translation
HLT-NAACL '06 Proceedings of the main conference on Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics
Relabeling syntax trees to improve syntax-based machine translation quality
HLT-NAACL '06 Proceedings of the main conference on Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics
Grammatical machine translation
HLT-NAACL '06 Proceedings of the main conference on Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics
Hierarchical Phrase-Based Translation
Computational Linguistics
Marjorie J. McShane, A Theory of Ellipsis
Machine Translation
Improving statistical MT by coupling reordering and decoding
Machine Translation
Statistical machine translation
ACM Computing Surveys (CSUR)
A Reordering Model for Phrase-Based Machine Translation
GoTAL '08 Proceedings of the 6th international conference on Advances in Natural Language Processing
Joining linguistic and statistical methods for Spanish-to-Basque speech translation
Speech Communication
On the impact of morphology in English to Spanish statistical MT
Speech Communication
Identification of Subject Shareness for Korean-English Machine Translation
PRICAI '08 Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
A Syntactic-based Word Re-ordering for English-Vietnamese Statistical Machine Translation System
PRICAI '08 Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
An Ngram-based reordering model
Computer Speech and Language
Syntactic reordering integrated with phrase-based SMT
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Sentence type based reordering model for statistical machine translation
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Choosing the right translation: a syntactically informed classification approach
COLING '08 Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1
Syntactic phrase reordering for English-to-Arabic statistical machine translation
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
Improving mid-range reordering using templates of factors
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics
Distributed language modeling for N-best list re-ranking
EMNLP '06 Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
A discriminative model for tree-to-tree translation
EMNLP '06 Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing
Maximum entropy based rule selection model for syntax-based statistical machine translation
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Forest-based translation rule extraction
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Generalizing local and non-local word-reordering patterns for syntax-based machine translation
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Decomposability of translation metrics for improved evaluation and efficient algorithms
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Automatic prediction of parser accuracy
EMNLP '08 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Using a dependency parser to improve SMT for subject-object-verb languages
NAACL '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Syntactic reordering for English-Arabic phrase-based machine translation
Semitic '09 Proceedings of the EACL 2009 Workshop on Computational Approaches to Semitic Languages
SSST '08 Proceedings of the Second Workshop on Syntax and Structure in Statistical Translation
A rule-driven dynamic programming decoder for statistical MT
SSST '08 Proceedings of the Second Workshop on Syntax and Structure in Statistical Translation
Syntactic reordering integrated with phrase-based SMT
SSST '08 Proceedings of the Second Workshop on Syntax and Structure in Statistical Translation
SSST '07 Proceedings of the NAACL-HLT 2007/AMTA Workshop on Syntax and Structure in Statistical Translation
Coupling hierarchical word reordering and decoding in phrase-based statistical machine 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
Experiments in domain adaptation for statistical machine translation
StatMT '07 Proceedings of the Second Workshop on Statistical Machine Translation
Using shallow syntax information to improve word alignment and reordering for SMT
StatMT '08 Proceedings of the Third Workshop on Statistical Machine Translation
Effects of morphological analysis in translation between German and English
StatMT '08 Proceedings of the Third Workshop on Statistical Machine Translation
Towards better machine translation quality for the German--English language pairs
StatMT '08 Proceedings of the Third Workshop on Statistical Machine Translation
Experiments in morphosyntactic processing for translating to and from German
StatMT '09 Proceedings of the Fourth Workshop on Statistical Machine Translation
StatMT '09 Proceedings of the Fourth Workshop on Statistical Machine Translation
StatMT '09 Proceedings of the Fourth Workshop on Statistical Machine Translation
A POS-based model for long-range reorderings in SMT
StatMT '09 Proceedings of the Fourth Workshop on Statistical Machine Translation
Disambiguating "DE" for Chinese-English machine translation
StatMT '09 Proceedings of the Fourth Workshop on Statistical Machine Translation
Shared task: statistical machine translation between European languages
ParaText '05 Proceedings of the ACL Workshop on Building and Using Parallel Texts
Manual and automatic evaluation of machine translation between European languages
StatMT '06 Proceedings of the Workshop on Statistical Machine Translation
Mood at work: Ramses versus Pharaoh
StatMT '06 Proceedings of the Workshop on Statistical Machine Translation
Phramer: an open source statistical phrase-based translator
StatMT '06 Proceedings of the Workshop on Statistical Machine Translation
Constraining the phrase-based, joint probability statistical translation model
StatMT '06 Proceedings of the Workshop on Statistical Machine Translation
StatMT '06 Proceedings of the Workshop on Statistical Machine Translation
ACLShort '09 Proceedings of the ACL-IJCNLP 2009 Conference Short Papers
Case markers and morphology: addressing the crux of the fluency problem in English-Hindi SMT
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
Improving statistical machine translation using domain bilingual multiword expressions
MWE '09 Proceedings of the Workshop on Multiword Expressions: Identification, Interpretation, Disambiguation and Applications
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
Learning linear ordering problems for better translation
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 2 - Volume 2
Weighted alignment matrices for statistical machine translation
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 2 - Volume 2
Bilingually-constrained (monolingual) shift-reduce parsing
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 3 - Volume 3
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 3 - Volume 3
Cross-lingual annotation projection of semantic roles
Journal of Artificial Intelligence Research
Learning translation boundaries for phrase-based decoding
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
A direct syntax-driven reordering model for phrase-based machine translation
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Context-free reordering, finite-state translation
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
Improved models of distortion cost for statistical machine translation
HLT '10 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics
A data mining approach to learn reorder rules for SMT
HLT-SRWS '10 Proceedings of the NAACL HLT 2010 Student Research Workshop
TrustRank: inducing trust in automatic translations via ranking
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Constituency to dependency translation with forests
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Diversify and combine: improving word alignment for machine translation on low-resource languages
ACLShort '10 Proceedings of the ACL 2010 Conference Short Papers
ACLShort '10 Proceedings of the ACL 2010 Conference Short Papers
IEEE Transactions on Audio, Speech, and Language Processing
More linguistic annotation for statistical machine translation
WMT '10 Proceedings of the Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR
Head finalization: a simple reordering rule for SOV languages
WMT '10 Proceedings of the Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR
Divide and translate: improving long distance reordering in statistical machine translation
WMT '10 Proceedings of the Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR
NLPLING '10 Proceedings of the 2010 Workshop on NLP and Linguistics: Finding the Common Ground
A hybrid morpheme-word representation for machine translation of morphologically rich languages
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
A discriminative latent variable-based "DE" classifier for Chinese--English SMT
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Automatically learning source-side reordering rules for large scale machine translation
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Hierarchical phrase-based machine translation with word-based reordering model
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Constituent reordering and syntax models for English-to-Japanese statistical machine translation
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Enhancing morphological alignment for translating highly inflected languages
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Spanning tree approaches for statistical sentence generation
Empirical methods in natural language generation
Using TectoMT as a preprocessing tool for phrase-based statistical machine translation
TSD'10 Proceedings of the 13th international conference on Text, speech and dialogue
Exploiting syntactic relationships in a phrase-based decoder: an exploration
Machine Translation
Improving reordering with linguistically informed bilingual n-grams
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
An efficient shift-reduce decoding algorithm for phrased-based machine translation
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Machine translation with lattices and forests
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics: Posters
Linguistically annotated reordering: Evaluation and analysis
Computational Linguistics
Syntax-based reordering for statistical machine translation
Computer Speech and Language
Pre- and postprocessing for statistical machine translation into Germanic languages
HLT-SS '11 Proceedings of the ACL 2011 Student Session
Disambiguating temporal-contrastive discourse connectives for machine translation
HLT-SS '11 Proceedings of the ACL 2011 Student Session
Combining morpheme-based machine translation with post-processing morpheme prediction
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
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
Translating from morphologically complex languages: a paraphrase-based approach
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Exploiting web-derived selectional preference to improve statistical dependency parsing
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1
Clause restructuring for SMT not absolutely helpful
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: short papers - Volume 2
Improving reordering for statistical machine translation with smoothed priors and syntactic features
SSST-5 Proceedings of the Fifth Workshop on Syntax, Semantics and Structure in Statistical Translation
Improving MT word alignment using aligned multi-stage parses
SSST-5 Proceedings of the Fifth Workshop on Syntax, Semantics and Structure in Statistical Translation
Improved Chinese--English SMT with Chinese “DE” Construction Classification and Reordering
ACM Transactions on Asian Language Information Processing (TALIP)
A syntactic transformation model for statistical machine translation
ICCPOL'06 Proceedings of the 21st international conference on Computer Processing of Oriental Languages: beyond the orient: the research challenges ahead
A lightweight evaluation framework for machine translation reordering
WMT '11 Proceedings of the Sixth Workshop on Statistical Machine Translation
The UZH system combination system for WMT 2011
WMT '11 Proceedings of the Sixth Workshop on Statistical Machine Translation
Fuzzy syntactic reordering for phrase-based statistical machine translation
WMT '11 Proceedings of the Sixth Workshop on Statistical Machine Translation
WMT '11 Proceedings of the Sixth Workshop on Statistical Machine Translation
ILLC-UvA translation system for EMNLP-WMT 2011
WMT '11 Proceedings of the Sixth Workshop on Statistical Machine Translation
From n-gram-based to CRF-based translation models
WMT '11 Proceedings of the Sixth Workshop on Statistical Machine Translation
Training a parser for machine translation reordering
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Inducing sentence structure from parallel corpora for reordering
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
A word reordering model for improved machine translation
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Soft dependency constraints for reordering in hierarchical phrase-based translation
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Training dependency parsers by jointly optimizing multiple objectives
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Syntactic structure transfer in a tamil to hindi MT system – a hybrid approach
CICLing'10 Proceedings of the 11th international conference on Computational Linguistics and Intelligent Text Processing
HPSG-Based Preprocessing for English-to-Japanese Translation
ACM Transactions on Asian Language Information Processing (TALIP)
Determining the placement of German verbs in English-to-German SMT
EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
Cross-lingual word clusters for direct transfer of linguistic structure
NAACL HLT '12 Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Journal of Artificial Intelligence Research
Clustered word classes for preordering in statistical machine translation
ROBUS-UNSUP '12 Proceedings of the Joint Workshop on Unsupervised and Semi-Supervised Learning in NLP
Modified distortion matrices for phrase-based statistical machine translation
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
A ranking-based approach to word reordering for statistical machine translation
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
Hierarchical chunk-to-string translation
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Short Papers - Volume 2
Post-ordering by parsing for Japanese-English statistical machine translation
ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Short Papers - Volume 2
Source language adaptation for resource-poor machine translation
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Forced derivation tree based model training to statistical machine translation
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Inducing a discriminative parser to optimize machine translation reordering
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Left-to-right tree-to-string decoding with prediction
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Enriching parallel corpora for statistical machine translation with semantic negation rephrasing
SSST-6 '12 Proceedings of the Sixth Workshop on Syntax, Semantics and Structure in Statistical Translation
Head finalization reordering for Chinese-to-Japanese machine translation
SSST-6 '12 Proceedings of the Sixth Workshop on Syntax, Semantics and Structure in Statistical Translation
Combining quality prediction and system selection for improved automatic translation output
WMT '12 Proceedings of the Seventh Workshop on Statistical Machine Translation
CCG syntactic reordering models for phrase-based machine translation
WMT '12 Proceedings of the Seventh Workshop on Statistical Machine Translation
Syntax-aware phrase-based statistical machine translation: system description
WMT '12 Proceedings of the Seventh Workshop on Statistical Machine Translation
Natural Language Engineering
Syntax-Based Post-Ordering for Efficient Japanese-to-English Translation
ACM Transactions on Asian Language Information Processing (TALIP)
Post-Ordering by Parsing with ITG for Japanese-English Statistical Machine Translation
ACM Transactions on Asian Language Information Processing (TALIP)
Statistical machine translation enhancements through linguistic levels: A survey
ACM Computing Surveys (CSUR)
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We describe a method for incorporating syntactic information in statistical machine translation systems. The first step of the method is to parse the source language string that is being translated. The second step is to apply a series of transformations to the parse tree, effectively reordering the surface string on the source language side of the translation system. The goal of this step is to recover an underlying word order that is closer to the target language word-order than the original string. The reordering approach is applied as a pre-processing step in both the training and decoding phases of a phrase-based statistical MT system. We describe experiments on translation from German to English, showing an improvement from 25.2% Bleu score for a baseline system to 26.8% Bleu score for the system with reordering, a statistically significant improvement.