The mathematics of statistical machine translation: parameter estimation
Computational Linguistics - Special issue on using large corpora: II
Word sense disambiguation using a second language monolingual corpus
Computational Linguistics
Information retrieval as statistical translation
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
Opening Statistical Translation Engines to Terminological Resources
NLDB '02 Proceedings of the 6th International Conference on Applications of Natural Language to Information Systems-Revised Papers
A systematic comparison of various statistical alignment models
Computational Linguistics
Models of translational equivalence among words
Computational Linguistics
A word-to-word model of translational equivalence
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
Improved statistical alignment models
ACL '00 Proceedings of the 38th Annual Meeting on Association for Computational Linguistics
Constrained EM for parallel text alignment
Natural Language Engineering
Statistical Machine Translation with Scarce Resources Using Morpho-syntactic Information
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
An intelligent terminology database as a pre-processor for statistical machine translation
COMPUTERM '02 COLING-02 on COMPUTERM 2002: second international workshop on computational terminology - Volume 14
Improving a general-purpose Statistical Translation Engine by terminological lexicons
COMPUTERM '02 COLING-02 on COMPUTERM 2002: second international workshop on computational terminology - Volume 14
Improving IBM word-alignment model 1
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
SMT and SPE machine translation systems for WMT'09
StatMT '09 Proceedings of the Fourth Workshop on Statistical Machine Translation
Posterior Regularization for Structured Latent Variable Models
The Journal of Machine Learning Research
Learning tractable word alignment models with complex constraints
Computational Linguistics
Probabilistic word alignment under the L0-norm
CoNLL '11 Proceedings of the Fifteenth Conference on Computational Natural Language Learning
Aligning turkish and english parallel texts for statistical machine translation
ISCIS'05 Proceedings of the 20th international conference on Computer and Information Sciences
The Universitat d'Alacant hybrid machine translation system for WMT 2011
WMT '11 Proceedings of the Sixth Workshop on Statistical Machine Translation
Journal of Artificial Intelligence Research
Generalizing sampling-based multilingual alignment
Machine Translation
Hi-index | 0.00 |
Although empiricist approaches to machine translation depend vitally on data in the form of large bilingual corpora, bilingual dictionaries are also a source of information. We show how to model at least a part of the information contained in a bilingual dictionary so that we can treat a bilingual dictionary and a bilingual corpus as two facets of a unified collection of data from which to extract values for the parameters of a probabilistic machine translation system. We give an algorithm for obtaining maximum likelihood estimates of the parameters of a probabilistic model from this combined data and we show how these parameters are affected by inclusion of the dictionary for some sample words.