phrase-based translation
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 question ...
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Hierarchical Phrase based Translation Representations
... hierarchical translation, and in translation more generally, have not been as exten- sively studied; this is undoubtedly due to the diffi- culties inherent in finding exact translations for use in ...simple ...
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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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Generating English Determiners in Phrase Based Translation with Synthetic Translation Options
... of translation options. Therefore, since phrase based translation can only generate input/output word pairs that were directly observed in the train- ing corpus, the decoder’s only hope for ...
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Learning Phrase Boundaries for Hierarchical Phrase based Translation
... a phrase boundary con- strained method for hierarchical phrase-based ...A phrase boundary indicates begin or end of a phrase ...a phrase boundary classifier within a maximum ...
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Neural Reordering Model Considering Phrase Translation and Word Alignment for Phrase based Translation
... optimizing phrase ordering using target-side features like phrase translation probability and word alignment is not possible, as done in our proposed ...
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A Neural Reordering Model for Phrase based Translation
... Reordering as classification is a common way to alleviate the data sparsity problem. Xiong et al. (2006) use a maximum entropy model to predict whether to merge two blocks in a straight or an inverted order in their ITG ...
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Head Driven Hierarchical Phrase based Translation
... as Phrase-Pair, Constituent, Concatenation of Con- stituents, and Partial Constituents, where applica- ...is based on the intuition that lin- guistic heads provide important information about a constituent ...
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Hierarchical Phrase Based Translation with Suffix Arrays
... contiguous phrase searches in a suffix ar- ...source phrase that we want to look up, we will also want to look up its (m − 1)-length ...for phrase search, although the gains are relatively modest ...
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Hierarchical Phrase Based Translation
... Approaches to syntax-based statistical MT have varied in their reliance on syntactic theories, or annotations made according to syntactic theories. At one extreme are those, exemplified by that of Wu (1997), that ...
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Maximum Entropy Based Phrase Reordering for Hierarchical Phrase Based Translation
... Hierarchical phrase-based (HPB) translation provides a powerful mechanism to capture both short and long distance phrase reorder- ...the phrase reorderings lack of contextual ...
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A Clustered Global Phrase Reordering Model for Statistical Machine Translation
... Standard phrase-based translation systems use a word distance-based reordering model in which non-monotonic phrase alignment is penalized based on the word distance between ...
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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, ...the ...
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Improvements in Phrase Based Statistical Machine Translation
... the translation speed of the phrase-based translation ...the translation times. The translation speed of the monotone phrase-based system for all three tasks is ...
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Extended Translation Models in Phrase based Decoding
... extended translation model (ETM) to counteract some prob- lems in phrase-based translation: The lack of translation context when using single- word phrases and uncaptured dependen- cies ...
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Phrase Pair Rescoring with Term Weighting for Statistical Machine Translation
... idiomatic phrase translations and can be easily enriched with bilingual ...using phrase-based translation in a statistical framework has been shown in many studies such as (Koehn et ...the ...
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Continuous Space Translation Models for Phrase Based Statistical Machine Translation
... forward phrase transla- tion probability P ( ¯ t | ¯ s ) . The maximal phrase length was set to seven words, as it is also used during the standard phrase extraction ...7M phrase pairs after ...
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SampleRank Training for Phrase Based Machine Translation
... ses are generated by glossing. For each word in the source, the most likely translation option (according to the weighted phrase-internal score) is selected, and these translations are joined together ...
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Improving Translation Quality by Discarding Most of the Phrasetable
... Machine Translation as well as those of testing sig- nificance of associations in two by two contingency tables departing from ...only phrase pairs that pass a significance ...
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Phrase Based Backoff Models for Machine Translation of Highly Inflected Languages
... In order to derive the morphological decompo- sition we use existing tools. For stemming we use the TreeTagger (Schmid, 1994) for German and the Snowball stemmer 1 for Finnish. A vari- ety of ways for compound splitting ...
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