[PDF] Top 20 Learning Hierarchical Translation Spans
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Learning Hierarchical Translation Spans
... Translation spans that have been correctly iden- tified can guide translation rules to function prop- erly, thus (Xiong et ...machine learning approaches to determine boundaries 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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Hierarchical Phrase Based Translation with Suffix Arrays
... discriminative learning for many natural language tasks, such as part-of-speech tag- ging and information extraction, has shown that fea- ture engineering plays a critical role in these ap- ...machine ... See full document
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Rule Filtering by Pattern for Efficient Hierarchical Translation
... Each cell in the chart built by the CYK algorithm contains all possible derivations of a span of the source sentence being translated. After the parsing stage is completed, it is possible to make a very ef- ficient sweep ... See full document
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Hierarchical Incremental Adaptation for Statistical Machine Translation
... incremental learning ap- proach for MT that maintains a flexible hierarchical domain structure within a single consistent ...genre-specific translation model on the stream of incoming post- edits and ... See full document
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Latent Variable Synchronous CFGs for Hierarchical Translation
... noticeably, spans starting at the beginning of the sentence are much more ...right translation to be preferred since the MLE chooses not to place the object of the sentence in the subject’s ...scores ... See full document
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An Infinite Hierarchical Bayesian Model of Phrasal Translation
... phrase-based translation model which aims to address the above short- comings of the phrase-based translation ...formulate translation using in- verse transduction grammar (ITG), and seek to learn an ... See full document
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Learning Word Reorderings for Hierarchical Phrase based Statistical Machine Translation
... within hierarchical phrase-based SMT by integrat- ing Tromble and Eisner (2009)’s word reordering model into decoder as a feature, which estimates the probability of any two source words in a sen- tence being ... See full document
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Hierarchical Phrase Table Combination for Machine Translation
... make translation sys- tems perform better for resource-scarce domain- s when most training data comes from resource- rich domains, and ignore performance on a more generic domain without domain bias (Wang et ... See full document
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Improved Reordering for Shallow n Grammar based Hierarchical Phrase based Translation
... The traditional phrase-based decoders using beam search generate the target hypotheses in the left-to- right order. In contrast, Hiero-style systems typ- ically use CKY chart-parsing decoders which can freely combine ... See full document
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Automatic Acquisition of Hierarchical Transduction Models for Machine Translation
... We have applied the learning method to create an English-Spanish translation model for a limited domain, with word accuracy of over 75% measured by a string distance comparison as used i[r] ... See full document
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Lexicalized Reordering for Left to Right Hierarchical Phrase based Translation
... and hierarchical phrase- based (Hiero) translation models differ radically in the way reordering is ...input spans in arbitrary order and produces the translation in left to right (LR) order ... See full document
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HAS-QA: Hierarchical Answer Spans Model for Open-Domain Question Answering
... Mou, L.; Lu, Z.; Li, H.; and Jin, Z. 2017. Coupling distrib- uted and symbolic execution for natural language queries. In International Conference on Machine Learning , 2518–2526. Pan, B.; Li, H.; Zhao, Z.; Cao, ... See full document
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Learning Hierarchical Translation Structure with Linguistic Annotations
... on learning hierarchical, linguistically moti- vated translation ...delivers translation performance that com- pares favourably to a state-of-the-art ... See full document
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Learning Semantic Representations for Nonterminals in Hierarchical Phrase Based Translation
... Our contributions are two-fold. First, we learn semantic representations for nonterminals from their phrasal substitutions with two different meth- ods. This is the first time, to the best of our knowl- edge, to induce ... See full document
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Learning Phrase Boundaries for Hierarchical Phrase based Translation
... The most advantage of the PBC is that it han- dles both syntactic and non-syntactic phrases. In the future, We would like to try different meth- ods to determine more informative phrase bound- aries, e.g. Xiong et al. ... See full document
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Hierarchical Chunk to String Translation
... a hierarchical chunk- to-string model for statistical machine translation which can be seen as a compromise of the hierarchi- cal phrase-based model and the tree-to-string ...the hierarchical phrase- ... See full document
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Translation Model Size Reduction for Hierarchical Phrase based Statistical Machine Translation
... the translation perfor- mance due to their side effect of algorithms; simi- lar multiple entries can be pruned at the same time deteriorating potential coverage of ... See full document
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Generalized Hierarchical Kernel Learning
... A significant portion of this paper focuses on the application of Rule Ensemble Learn- ing (REL) (Dembczy´ nski et al., 2010, 2008), where HKL has not been previously explored. Given a set of basic propositional features ... See full document
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GHKM Rule Extraction and Scope 3 Parsing in Moses
... the hierarchical phrase-based model we used the default Moses rule extraction settings, which are taken from Chiang ...2010 translation task (Koehn et ...the hierarchical phrase-based extraction ... See full document
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