statistical phrase-based translation model
Interactive Machine Translation Based on Partial Statistical Phrase-based Alignments
... engine based on the generation of partial alignments at ...the statistical knowl- edge provided by a phrase-based ...the phrase- based models to correctly assign probabilities to ...
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Interlocking Phrases in Phrase based Statistical Machine Translation
... in-house phrase based SMT system which operates similarly to Moses (Koehn and Haddow, ...reordering model was trained with the msd-bidirectional-fe op- tion (Tillmann, ...The translation ...
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Statistical Machine Translation Improvement based on Phrase Selection
... language model in a machine translation ...is based upon MOSES, briefly described in (Koehn et ...baseline phrase-based SMT sys- tem four models have been used, namely: four models ...
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Reordering Constraints for Phrase Based Statistical Machine Translation
... a translation qual- ity similar to an unconstrained search. The translation results with the ITG constraints even outperformed the unconstrained search consistently on all error ...probability model ...
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Exact decoding for phrase-based statistical machine translation
... Evaluation exercises indicate that approximate search algorithms work well in practice (Bojar et al., 2013). The most popular algorithms pro- vide solutions with unbounded error, thus pre- cisely quantifying their ...
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Active Learning for Statistical Phrase based Machine Translation
... We train the parameters in (5) using two bilingual development sets dev1 and dev2, the sentences in dev1 can be ranked with respect to the amount by which each particular sentence improves the BLEU score of the retrained ...
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Phrase Training Based Adaptation for Statistical Machine Translation
... for translation model (TM) adaptation using phrase train- ...perform phrase training on a smaller in-domain ...lectures translation tasks show significant improvements of the adapted ...
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Exact Decoding for Phrase Based Statistical Machine Translation
... of translation derivations in phrase-based statistical ma- chine translation is given by the intersec- tion between a translation lattice and a tar- get language ...
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A Novel Reordering Model Based on Multi layer Phrase for Statistical Machine Translation
... hierarchical phrase-based translation model (HPTM) reorganizes phrases into hierarchical ones by reducing sub-phrases to variables (Chiang ...reordering model (MEBTG). Compared with ...
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Incorporating Word and Subword Units in Unsupervised Machine Translation Using Language Model Rescoring
... built based on the previously proposed unsupervised MT sys- tems, with some adaptations made to accom- modate the morphologically rich characteristics of German and Czech (Tsarfaty et ...chine translation ...
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Supertagged Phrase Based Statistical Machine Translation
... There are currently two supertagging approaches available: LTAG-based (Bangalore & Joshi, 1999) and CCG-based (Clark & Curran, 2004). Both the LTAG (Chen et al., 2006) and the CCG supertag sets ...
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Connecting Phrase based Statistical Machine Translation Adaptation
... lexicon, Translation Models (TMs), reordering models or Language Models (LMs) to select fragment or directly adapt the models (Bellegarda, 2004; Deng et ...know, Phrase Based SMT (PBSMT) mainly ...
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Improvements in Phrase Based Statistical Machine Translation
... Recently, phrase-based translation approaches became more and more ...simple phrase-based approach is described that served as starting point for the system in this ...probability ...
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A Clustered Global Phrase Reordering Model for Statistical Machine Translation
... ordering model that can be incorporated into standard phrase-based statistical ma- chine ...adjacent phrase pairs (Till- mann and Zhang, 2005), our model ex- plicitly models the ...
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Example Based Paraphrasing for Improved Phrase Based Statistical Machine Translation
... The recent work of (Resnik et al., 2010) uses crowdsourcing to obtain paraphrases for source phrases corresponding to mistranslated target phrases. The spotting of the incorrect target phrases and the paraphrasing of the ...
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Word Sense Disambiguation Improves Statistical Machine Translation
... erarchical phrase-based MT system, Hiero (Chiang, ...MT model which operate on the existing rules of the grammar, with- out introducing competing ...the model, allowing it to weigh the WSD ...
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Phrase Pair Rescoring with Term Weighting for Statistical Machine Translation
... The phrase-based statistical translation systems use not only word-to-word translation, extracted from bilingual data, but also phrase-to phrase ...ine phrase ...
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Neural Reordering Model Considering Phrase Translation and Word Alignment for Phrase based Translation
... reordering model for phrase-based statistical ma- chine translation using a deep neural ...a phrase table. Previous neural reordering model is suc- cessful to solve the ...
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The Operation Sequence Model—Combining N Gram Based and Phrase Based Statistical Machine Translation
... our model combines the benefits of both of the frameworks and removes their ...state-of-the-art phrase-based (Moses and Phrasal) and N-gram-based (Ncode) systems on three standard tasks of ...
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Incremental Decoding for Phrase Based Statistical Machine Translation
... language model scores of the top-hypotheses in each hyper-edge that is not represented in cube pruning and based on a threshold (which is ob- tained using a development test set), we selec- tively choose ...
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