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A Joint Rule Selection Model for Hierarchical Phrase Based Translation
... In hierarchical phrase-based SMT sys- tems, statistical models are integrated to guide the hierarchical rule selection for better translation ...the selection of ... See full document
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Proceedings of the ACL 2010 Conference Short Papers
... 1 A Joint Rule Selection Model for Hierarchical Phrase-Based Translation Lei Cui, Dongdong Zhang, Mu Li, Ming Zhou and Tiejun Zhao.. 6 Learning Lexicalized Reordering Models from Reorder[r] ... See full document
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Maximum Entropy Based Phrase Reordering for Hierarchical Phrase Based Translation
... For hierarchical rules, we classify the source- side and the target-side into 7 and 17 reordering patterns, ...ambiguous hierarchical source- ...MaxEnt model is small and the model maybe ... See full document
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Head Driven Hierarchical Phrase based Translation
... HD-HPB model and compare it with our implementation of Chiang’s HPB model (Chiang, 2007), a source-side SAMT- style refined version of HPB (SAMT-HPB), and the Moses implementation of ...initial ... See full document
5
Word Sense Disambiguation Improves Statistical Machine Translation
... We have shown that WSD improves the transla- tion performance of a state-of-the-art hierarchical phrase-based statistical MT system and this im- provement is statistically significant. We have also ... See full document
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Translation Model Size Reduction for Hierarchical Phrase based Statistical Machine Translation
... SMT model try to identify infrequent entries (Zollmann et ...the translation perfor- mance due to their side effect of algorithms; simi- lar multiple entries can be pruned at the same time deteriorating ... See full document
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A Phrase Based Context Dependent Joint Probability Model for Named Entity Translation
... distortion model in that it models phrase connectivity instead of position ...language model, it only models the ordering connectivity between target lan- guage phrases, ... See full document
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Simple and Effective Approach for Consistent Training of Hierarchical Phrase based Translation Models
... The translation process of hierarchical phrase- based approach can be considered as parsing prob- ...applied rule, for each derivation a transla- tion can be ...guage model score ... See full document
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A Phrase Orientation Model for Hierarchical Machine Translation
... the hierarchical phrase-based trans- lation paradigm, without having to resort to ap- proximations in decoding, which is necessary to determine the right-to-left orientation in a standard ... See full document
12
Integrating a Rule-based with a Hierarchical Translation System
... This rule generalizes the correspondence between phrase pairs such as “den Termin habe ich vergessen — I have forgotten the ...pure phrase-based models. Syntax-based translation ... See full document
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Integrating Case Frame into Japanese to Chinese Hierarchical Phrase based Translation Model
... real translation from our test ...reordering rule “X → X ( 下さ れた , 下达 ” X)) ...desired rule and so it chooses the wrong reordering trans- ...reordering rule which captures the CF “ （を）下さ れた ” ... See full document
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Automated Grammar Correction Using Hierarchical Phrase Based Statistical Machine Translation
... uses hierarchical phrase-based statistical ma- chine translation (SMT) for grammar cor- ...a translation problem from incorrect text to correct ...like hierarchical ... See full document
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Scalable Variational Inference for Extracting Hierarchical Phrase based Translation Rules
... Michel Galley, Jonathan Graehl, Kevin Knight, Daniel Marcu, Steve DeNeefe, Wei Wang, and Ignacio Thayer. 2006. Scalable inference and training of context-rich syntactic translation models. In Proceedings of the ... See full document
9
Maximum Entropy Based Lexical Reordering Model for Hierarchical Phrase-based Machine Translation
... language model to capture long distance word ...as phrase length distribution and context language ...language model on the source language, but the result reported a decline with this ...the ... See full document
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A Topic Similarity Model for Hierarchical Phrase based Translation
... of rule (b) and (c) are identical, their top- ic distributions are quite ...different. Rule (b) contains a highest probability on the topic about ...means rule (b) is much more related to this topic. ... See full document
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A Lexicalized Reordering Model for Hierarchical Phrase based Translation
... reordering model plays a central role in phrase-based statistical machine translation sys- ...reordering model specifies the orientation for each phrase and calculates its ... See full document
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Better Filtration and Augmentation for Hierarchical Phrase Based Translation Rules
... log-linear model is motivated by the trigger-based approach (Hasan and Ney, ...entropy model which combines rich context information for selecting translation rules during ...entropy ... See full document
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Lightly Supervised Training for Hierarchical Phrase Based Machine Translation
... are: phrase translation probabilities and lexical translation probabilities for both translation direc- tions, length penalties on word and phrase level, three binary features marking ... See full document
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Topological Ordering of Function Words in Hierarchical Phrase based Translation
... Hierarchical phrase-based models (Chiang, 2005; Chiang, 2007) offer a number of attractive bene- ts in statistical machine translation (SMT), while maintaining the strengths of ... See full document
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Learning Phrase Boundaries for Hierarchical Phrase based Translation
... hierarchial phrase-based (HPB) model (Chi- ang, 2005) outperformed previous phrase-based models (Koehn et ...utilizing hierarchical phrases consisting of both words and ...HPB ... See full document
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