statistical machine translation model
Linguistically Augmented Bulgarian to English Statistical Machine Translation Model
... augmented statistical machine translation model from Bulgarian to English, which combines a statistical machine translation (SMT) system (as backbone) with deep lin- ...
10
A Discriminative Latent Variable Model for Statistical Machine Translation
... Past work on discriminative SMT only address some of these problems. To our knowledge no sys- tems directly address Problem 1, instead choosing to ignore the problem by using one or a small handful of reference ...
9
A Hierarchical Phrase Based Model for Statistical Machine Translation
... Phrase-based models can robustly perform trans- lations that are localized to substrings that are com- mon enough to have been observed in training. But Koehn et al. (2003) find that phrases longer than three words ...
8
A Clustered Global Phrase Reordering Model for Statistical Machine Translation
... reordering model that explicitly models long distance re- ordering 1 ...reordering model are estimated from the phrase alignments of training bilingual ...
8
Language and Translation Model Adaptation using Comparable Corpora
... Traditionally, statistical machine translation systems have relied on parallel bi-lingual data to train a translation ...language model in the target ...a statistical ...
10
Distortion Model Considering Rich Context for Statistical Machine Translation
... distortion model is to esti- mate the source phrase position to be translated next whose target side phrase will be located im- mediately to the right of the already generated hy- ...distortion model should ...
11
On line Language Model Biasing for Statistical Machine Translation
... Philipp Koehn, Hieu Hoang, Alexandra Birch, Chris Callison-Burch, Marcello Federico, Nicola Bertoldi, Brooke Cowan, Wade Shen, Christine Moran, Richard Zens, Chris Dyer, Ondˇrej Bojar, Alexandra Con- stantin, and Evan ...
5
Vector Space Model for Adaptation in Statistical Machine Translation
... mixture model adaptation, does VSM improve performance? In (Foster and Kuhn, 2007), two kinds of linear mixture were de- scribed: linear mixture of language models (LMs), and linear mixture of translation ...
9
A Context Aware Topic Model for Statistical Machine Translation
... for statistical ma- chine ...topic model for lexical selec- tion, which not only models local contexts and global topics but also captures their correla- ...The model uses target-side translations as ...
10
Efficient Decoding for Statistical Machine Translation with a Fully Expanded WFST Model
... the translation prob- lem defined by Brown et ...this model it is al- most impossible to search for optimal solutions in the decoding ...the statistical model in systems can improve the search ...
7
A Dependency Edge based Transfer Model for Statistical Machine Translation
... syntax-based statistical machine translation usually resort to some kinds of synchronous procedures, few of these works are based on the analysis-transfer-generation ...a statistical ...
11
Learning Bilingual Linguistic Reordering Model for Statistical Machine Translation
... reordering model for BTG-based statisti- cal machine translation ...The model focuses on linguistic features from bilingual ...reordering model. With the model, we performed ...
9
A Phrase Based,Joint Probability Model for Statistical Machine Translation
... a translation model that assumes that lexical correspondences can be estab- lished not only at the word level, but at the phrase level as ...our model does not try to capture how Source sentences can ...
7
A Tree to String Phrase based Model for Statistical Machine Translation
... our syntax-directed (SD) SMT system with chunking and full parsing respectively. On both Conversation corpus and Reuters corpus: The BLEU score of our phrase-based SMT system is comparable to that of Pharaoh; The BLEU ...
8
Sentence Type Based Reordering Model for Statistical Machine Translation
... entropy model is developed to determine how probable the children of a node are to be ...Chinese-to-English translation, including verb phrases (VPs), noun phrases (NPs), and localizer phrases ...
8
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 ...
5
A Topic Triggered Language Model for Statistical Machine Translation
... 2011), translation model (Xiao et ...particular translation of- ten appears in some specific topical context, so it is reasonable to enhance the prediction ability of language model by ...
8
Improving Statistical MT through Morphological Analysis
... for statistical machine translation is described by Lee ...Arabic-English translation takes as input POS-tagged English and Arabic text, where the Arabic words have been pre-segmented into ...
8
A Localized Prediction Model for Statistical Machine Translation
... For future work, our training technique may be used to train models that handle global sentence-level reorder- ings. This might be achieved by introducing orienta- tion sequences over phrase types that have been used in ...
8
Incorporating Word and Subword Units in Unsupervised Machine Translation Using Language Model Rescoring
... chine translation (NMT) models are applied in this task and further tuned by pseudo-parallel data generated from a phrase-based statistical machine translation (PBSMT) model, which is ...
8