A maximum entropy approach to natural language processing
Computational Linguistics
Inducing Features of Random Fields
IEEE Transactions on Pattern Analysis and Machine Intelligence
The mathematics of statistical machine translation: parameter estimation
Computational Linguistics - Special issue on using large corpora: II
Decoding algorithm in statistical machine translation
ACL '98 Proceedings of the 35th Annual Meeting of the Association for Computational Linguistics and Eighth Conference of the European Chapter of the Association for Computational Linguistics
Word re-ordering and DP-based search in statistical machine translation
COLING '00 Proceedings of the 18th conference on Computational linguistics - Volume 2
Refined lexicon models for statistical machine translation using a maximum entropy approach
ACL '01 Proceedings of the 39th Annual Meeting on Association for Computational Linguistics
Fast decoding and optimal decoding for machine translation
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
Toward hierarchical models for statistical machine translation of inflected languages
DMMT '01 Proceedings of the workshop on Data-driven methods in machine translation - Volume 14
Extensions to HMM-based statistical word alignment models
EMNLP '02 Proceedings of the ACL-02 conference on Empirical methods in natural language processing - Volume 10
Improving statistical machine translation using shallow linguistic knowledge
Computer Speech and Language
Chinese word segmentation and statistical machine translation
ACM Transactions on Speech and Language Processing (TSLP)
On the impact of morphology in English to Spanish statistical MT
Speech Communication
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
Phrase linguistic classification and generalization for improving statistical machine translation
ACLstudent '05 Proceedings of the ACL Student Research Workshop
Wordica: Emergence of linguistic representations for words by independent component analysis
Natural Language Engineering
Empirical study of utilizing morph-syntactic information in SMT
IJCNLP'05 Proceedings of the Second international joint conference on Natural Language Processing
SSST-6 '12 Proceedings of the Sixth Workshop on Syntax, Semantics and Structure in Statistical Translation
WMT '12 Proceedings of the Seventh Workshop on Statistical Machine Translation
Statistical machine translation enhancements through linguistic levels: A survey
ACM Computing Surveys (CSUR)
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When translating from languages with hardly any inflectional morphology like English into morphologically rich languages, the English word forms often do not contain enough information for producing the correct fullform in the target language. We investigate methods for improving the quality of such translations by making use of part-of-speech information and maximum entropy modeling. Results for translations from English into Spanish and Catalan are presented on the LC-STAR corpus which consists of spontaneously spoken dialogues in the domain of appointment scheduling and travel planning.