phrase-based translation model
Phrase Based Translation Model for Question Retrieval in Community Question Answer Archives
... the phrase-based statistical machine translation (SMT) systems (Koehn et ...a phrase- based translation model (P-Trans) for question re- trieval, and we assume that ...
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Statistical Phrase Based Translation
... new phrase-based translation model and decoding algorithm that enables us to evaluate and compare several, previ- ously proposed phrase-based translation mod- ...why ...
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Phrase Based Statistical Machine Translation: A Level of Detail Approach
... machine translation relies on the word-based trans- lation model to describe the translation process ...word-to-word translation often fails to capture all properties of the language, ...
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Neural Reordering Model Considering Phrase Translation and Word Alignment for Phrase based Translation
... noisy phrase pairs in the phrase ...a phrase vector by simply embedding word vectors of the source and target language phrases and did not consider the adequacy of the translation between the ...
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A Phrase Based,Joint Probability Model for Statistical Machine Translation
... with phrase translations that are learned independent of a translation model can also affect the decoder ...tical translation memory of phrases in conjunction with a statistical ...
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A Tree to String Phrase based Model for Statistical Machine Translation
... In Table 5, we report statistics of CFG rules, phrase CFG rules, word-to-phrase tree transformation (W2PTT) rules, and reordering rules. All counted rules were in un-lexicalized form. Those numbers are very ...
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A Joint Rule Selection Model for Hierarchical Phrase Based Translation
... hierarchical phrase-based system similar to the Hiero (Chiang, 2005) and evaluate our method on the Chinese-to-English translation ...guage model is trained over the English portion of FBIS ...
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Hierarchical Phrase Based Translation
... machine translation (MT), joining a line of research (Wu 1997; Alshawi, Bangalore, and Douglas 2000; Yamada and Knight 2001) that has been fruitful but has not previously produced systems that can compete with ...
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Efficient Solutions for Word Reordering in German English Phrase Based Statistical Machine Translation
... Feature weights are optimized for each exper- iment using the procedure described above (four averaged MERT runs). Statistical significance is computed for each experiment against the pre- vious one (i. e. previous row), ...
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A Hybrid Morpheme Word Representation for Machine Translation of Morphologically Rich Languages
... machine translation for morphologically rich languages using a hybrid morpheme-word representation where the basic unit of translation is the morpheme, but word boundaries are respected at all stages of the ...
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Hierarchical Phrase based Machine Translation with Word based Reordering Model
... To train B, we used binary feature functions ϕ as used in (Tromble and Eisner, 2009), which were introduced for dependency parsing by Mc- Donald et al. (2005). Table 2 shows the kind of features we used in our ...
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A Hybrid Approach to Skeleton based Translation
... a phrase-based ...full translation) in our ...skeleton translation, rather than reusing the baseline reordering model which is learned on the full ...
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A Hybrid Word Alignment Model for Phrase Based Statistical Machine Translation
... machine translation (SMT) ...the model parameters to acquire better estimation, a large number of language pairs still lacks from the unavailability of sizeable amount of parallel ...
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A Direct Syntax Driven Reordering Model for Phrase Based Machine Translation
... reordering model with novel syntax-based features for sta- tistical machine ...1990s, phrase-based machine translation solves much of the local reorderings by using phrasal ...
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Phrase based Unsupervised Machine Translation with Compositional Phrase Embeddings
... show that addition of two token vectors approxi- mately equivalent to the AND operation between their distributions over context words (we predict context / surrounding words with the Skip-gram model). This means ...
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Syntactic Constraints on Phrase Extraction for Phrase Based Machine Translation
... candidate translation gets an extra credit if it re- spects the source side syntactic parse tree but may incur a cost if it violates a constituent ...bracketing model to predict whether a phrase (a ...
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Hierarchical Phrase based Translation Representations
... Chinese-English translation results under the FSA and PDA translation ...two-pass translation strategy which we have developed to allow use of the PDA repre- sentation in large-scale ...pass, ...
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Phrase Based Evaluation for Machine Translation
... evaluate translation quality on content relevance and readability, we further introduce high-level abstract infor- mation such as semantic similarity and topic model into this phrase-based ...
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Translation Model Size Reduction for Hierarchical Phrase based Statistical Machine Translation
... hierarchical phrase-based SMT model similar to Chiang ...language model is trained from the Xinhua portion of English Gi- gaword corpus (Graff and Cieri, ...for translation performance ...
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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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