[PDF] Top 20 A Syntax based Statistical Translation Model

... a syntax-based statistical translation ...Our model trans- forms a source-language parse tree into a target-language string by apply- ing stochastic operations at each ...marking. ... See full document

... machine translation system that explores a parser to acquire syntactic chunks of a source sentence, translates the chunks with multiple online machine translation (MT) system application program interfaces ... See full document

... incorrect translation, generated by the N - gram system, is an erroneous grammatical form selection, ...correct translation but cannot choose the correct ... See full document

... Instead of directly modeling the distance of word movement, phrasal level reordering mod- els model how to move phrases, also called orien- tations. Orientations typically apply to adjacent phrases. Two adjacent ... See full document

... Our soft source syntactic constraints features borrow ideas from Marton and Resnik (2008) who proposed a comparable approach for hierarchical machine translation. The major difference is that the features of ... See full document

... the model to synchronously develop discontinuous parts in the output ...this translation model al- ready proved to be useful when translating from English into German, Chinese, and Arabic as ... See full document

... Reordering model is important for the sta- tistical machine translation ...in syntax tree are proposed to avoid the reor- dering errors, but also the modification of syntax tree is made to ... See full document

... language model that models fluency of words not using their local context in the string, as in traditional language models, but instead using the deeper context of a ...deep syntax language mod- els ... See full document

... Intersecting Hierarchical and Phrase-Based Models of Translation: Formal Aspects and Algorithms Marc Dymetman and Nicola Cancedda . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . ... See full document

... This paper focuses on step 1, in which the orig- inal English parse trees are transformed by one or more relabeling strategies. Step 2 involves extract- ing minimal xRS rules (Galley et al., 2004) from the set of ... See full document

... QG model, the initial parameters are determined as follows: For the monolin- gual target parsing model parameters, we first parse the target side of the corpus ...estimates based on these parse trees ... See full document

... There is increased interest in modeling semantic and deep syntactic structure intranslation. Quernheim and Knight lay a foundation for modeling semantics in SMT by developing weighted acceptors and transducers for ... See full document

... SMT model similar to Chiang (2005). The trigram target language model is trained from the Xinhua portion of English Gi- gaword corpus (Graff and Cieri, ...for translation performance evaluation is ... See full document

... the translation after the decoding step, the function words/tags in the complex tag would then have to be unattached and their proper positions in the sentence would have to be ...language model to rerank ... See full document

... GEC model generally aims to robustly correct grammatical errors in any writ- ten text partly because the task difficulty varies depending on proficiency levels and essay top- ...a model outperforms a ... See full document

... introduced by binarization will not be counted when computing the rule size limit unless they appear as the rule roots. The motivation is that binarization deepens the parses and increases the number of tree nodes. In ... See full document

... the syntax-based model of (Ya- mada and Knight, 2001) that transforms a source language parse tree into a target language string for Japanese-English translation, linguistically motivated ... See full document

... In an experiment we investigated how the num- ber of verbs dropped by the translation rules can be reduced. In order to reduce the number of verb dropping rules we looked at unaligned verbs and realigned them ... See full document

... a syntax-based statistical machine ...The translation model was extended to incorporate phrasal ...nel model is an English parse tree, the decoding al- gorithm is based on ... See full document

... Tree Automata are similar to Finite-state Automata (FSA), except they recognize trees instead of strings (or sequences of words). Formally, FSA can only represent Regular Languages and thus, cannot ef- ficiently ... See full document