[PDF] Top 20 Learning Word Reorderings for Hierarchical Phrase based Statistical Machine Translation
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Learning Word Reorderings for Hierarchical Phrase based Statistical Machine Translation
... since word pairs with all differ- ent distances are used as training ...when translation performance cannot be improved any ...learn reorderings for all ... See full document
7
Jane 2: Open Source Phrase based and Hierarchical Statistical Machine Translation
... possible reorderings is important in order to keep the search procedure tractable (Knight, ...IBM phrase reordering constraints (Zens et ...monotone translation in this ...IBM phrase ... See full document
10
Learning to Generate Word and Phrase Embeddings for Efficient Phrase Based Neural Machine Translation
... pose phrase-based continuous-output NMT ...a word-based model with the softmax ...the phrase embedding table for each output ... See full document
8
Incorporating Word and Subword Units in Unsupervised Machine Translation Using Language Model Rescoring
... built based on the previously proposed unsupervised MT sys- tems, with some adaptations made to accom- modate the morphologically rich characteristics of German and Czech (Tsarfaty et ...Both word-level and ... See full document
8
Better Evaluation Metrics Lead to Better Machine Translation
... a hierarchical phrase-based statistical machine translation system, with the TESLA metrics results in significantly better human- judged translation quality than the BLEU- ... See full document
10
Automated Grammar Correction Using Hierarchical Phrase Based Statistical Machine Translation
... works, machine translation has been previously used for grammar ...phrasal based MT for noun correc- tion of ESL ...used phrase-based SMT for error ...These translation tech- ... See full document
5
HMM Word and Phrase Alignment for Statistical Machine Translation
... is based on alignments gener- ated over all available C-E bitext (the “ALL C-E” collection of Section ...Arabic→English Translation We also evaluate our WtoP alignment models in Arabic-English transla- ... See full document
8
Phrase Pair Rescoring with Term Weighting for Statistical Machine Translation
... The phrase-based statistical translation systems use not only word-to-word translation, extracted from bilingual data, but also phrase-to phrase ... See full document
8
A Hybrid Word Alignment Model for Phrase Based Statistical Machine Translation
... of word alignment quality by combining three word alignment tables (i) GIZA++ alignment (ii) Berkeley Alignment and (iii) rule based align- ...in word alignment by improving the quality of ... See full document
8
Pseudo Word for Phrase Based Machine Translation
... most Phrase-Based Statistical Machine Translation (PB-SMT) systems starts from automatically word aligned parallel corpus generated from word-based models (Brown et ... See full document
9
Bidirectional Phrase based Statistical Machine Translation
... target word sequence in the same order as human language ...in phrase-based SMT ...target word sequence generation that follows the same order as human language production as forward ... See full document
9
Efficient Solutions for Word Reordering in German English Phrase Based Statistical Machine Translation
... also for reordering pruning (sixth row) we are able to recover the performance of the medium-DL baseline performance and even to slightly improve it. It is interesting to note that the largest improve- ment concerns the ... See full document
12
Improvements in Phrase Based Statistical Machine Translation
... Recently, phrase-based translation approaches became more and more ...simple phrase-based approach is described that served as starting point for the system in this ...for ... See full document
8
Supertagged Phrase Based Statistical Machine Translation
... the phrase translation table and the target language ...the word, its subcatego- rization information and the hierarchy of phrase cat- egories that the word projects ... See full document
8
Word Sense Disambiguation Improves Statistical Machine Translation
... In this paper, we successfully integrate a state- of-the-art WSD system into the state-of-the-art hi- erarchical phrase-based MT system, Hiero (Chiang, 2005). The integration is accomplished by introduc- ... See full document
8
Improving Chinese Grammatical Error Correction with Corpus Augmentation and Hierarchical Phrase based Statistical Machine Translation
... equal in size to the Lang-8 Chinese Learner Cor- pus. We then cleaned and combined the two into a single expanded corpus. Third, we tuned the system with a linear combination of evaluation metrics using MERT. Finally, we ... See full document
6
A Hierarchical Phrase Based Model for Statistical Machine Translation
... initial phrase length is currently 10; preliminary experiments show that increasing this limit to as high as 15 does im- prove accuracy, but requires more ...initial phrase length limit for part of the ... See full document
8
Hierarchical Phrase based Machine Translation with Word based Reordering Model
... To add γ ′ to rules, we permuted γ into γ ′ after rule extraction based on Grow-diag-final (Koehn et al., 2005) alignment by GIZA++ (Och and Ney, 2003). To do this permutation on rules, we ap- plied two methods. ... See full document
8
Learning Phrase Boundaries for Hierarchical Phrase based Translation
... informative phrase bound- aries, ...learn translation boundaries from a hierarchical tree that decomposed from word alignments using a shift-reduce ... See full document
8
Maximum Entropy Based Phrase Reordering Model for Statistical Machine Translation
... of phrase-based SMT is that phrase cohere across two languages (Fox, 2002), which means phrases in one language tend to be moved together during ...tree learning to select features (Quinlan, ... See full document
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