[PDF] Top 20 What Can Syntax Based MT Learn from Phrase Based MT?
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What Can Syntax Based MT Learn from Phrase Based MT?
... the syntax-based system is much stronger in trans- lating Chinese than Arabic, in comparison to the phrase-based ...the syntax-based translation ... See full document
9
Improved Features and Grammar Selection for Syntax Based MT
... We built our system on a partial selection of the provided French–English training data, us- ing the Europarl, News Commentary, and UN sets, but ignoring the Giga-FrEn data. After tokenization and some pruning of our ... See full document
6
Dynamic Topic Adaptation for Phrase based MT
... compute phrase pair features from vector space representa- tions that capture domain similarity to a develop- ment ...of MT include Boyd- Graber and Blei (2009; Boyd-Graber and Resnik (2010) who ... See full document
10
Why Catalan Spanish Neural Machine Translation? Analysis, comparison and combination with standard Rule and Phrase based technologies
... corpus- based approaches have reached both the interest in the scientific and industrial community (Hutchins, ...neural MT approach has been proposed. This corpus-based approach uses deep learning ... See full document
8
Comparing Phrase based and Syntax based Paraphrase Generation
... a phrase-based MT approach to paraphrasing with a syntax-based MT ...The Phrase-based approach performs better in terms of NIST score weighted by edit distance of ... See full document
7
The Best Lexical Metric for Phrase Based Statistical MT System Optimization
... One potential problem with interpreting the results above is that learning with MERT is generally as- sumed to be noisy, with different runs of the al- gorithm possibly producing very different models. We explore to ... See full document
9
A Deep Fusion Model for Domain Adaptation in Phrase based MT
... then learn a composite model by readjusting their parameters through backpropagating errors from the output layer to the word embedding layer of each ...to learn in-domain model parameters without ... See full document
11
A Decoder for Syntax based Statistical MT
... frequent phrase translations ob- served in the Viterbi ...by phrase pruning (Section 5), however the junk phrases present many times in the corpus were not effectively filtered ... See full document
8
Deep syntax TectoMT for English Spanish MT
... to phrase-based statistical systems, which seem to lack the capacity to address essential linguistic phenomena for ...transfer-based MT which works at the deep tectogrammatical level and ... See full document
9
Hierarchical Phrase Based MT at the Charles University for the WMT 2011 Shared Task
... and syntax-aware reordering of the source-language sentences can help with the word order differ- ences (same goal could be achieved by a reorder- ing model or a synchronous context-free grammar in a ... See full document
5
A Systematic Comparison of Phrase Based, Hierarchical and Syntax Augmented Statistical MT
... Augmented MT (SAMT) (Zollmann and Venugopal, 2006) extends Chiang (2005) to in- clude nonterminal symbols from target language phrase structure parse ...tracted from a particular sentence ... See full document
8
Does String Based Neural MT Learn Source Syntax?
... As Table 5 shows, different parsers generate dif- ferent numbers of trees that are acceptable to Tree- bank evaluation software (“EVALB-trees”), having the correct number of leaves and so forth. We se- lect the ... See full document
9
Decoding with Syntactic and Non Syntactic Phrases in a Syntax Based Machine Translation System
... building syntax-based ma- chine translation systems is how to improve coverage by incorporating more traditional phrase-based SMT phrase pairs that do not correspond to syntactic ... See full document
9
Hierarchical MT Training using Max Violation Perceptron
... large-scale MT training so hard then? After numerous attempts by various re- searchers (Liang et ...in MT decod- ing that astray ...on phrase-based MT ... See full document
6
Grammatical Error Correction: Machine Translation and Classifiers
... An MT system misses these errors because it is limited to edits within short ...The MT system is espe- cially bad at correcting such ...the MT- based AMU system. This happens because an ... See full document
11
The Effect of Translation Quality in MT Based Cross Language Information Retrieval
... corpus based methods, the advantage of MT-based query translation lies in that technologies integrated in MT systems, such as syntactic and semantic analysis, could help to improve the ... See full document
8
Bodo to English Machine Translation through Transliteration
... that can translate a large amount of texts from one natural language to another using machine without the help of the human translators automatically and ...quickly. MT is a very challenging research ... See full document
6
Regression with Phrase Indicators for Estimating MT Quality
... A major challenge for this estimating task is to ex- ploit effective indicators, or features, to identify the quality of the translating results. In this paper, all the features are extracted from the official ... See full document
5
Hallucinating Phrase Translations for Low Resource MT
... We append the top-k composed translations for the source phrases described in Section 4 to the third baseline models. Both original and new phrase pairs are scored using the new feature set. BLEU score results are ... See full document
11
ListNet based MT Rescoring
... The baseline system is an in-house implementa- tion of the phrase-based approach. The system used to generate n-best lists for the news tasks is trained on all the available training corpora of the WMT 2015 ... See full document
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