[PDF] Top 20 Simple and Effective Approach for Consistent Training of Hierarchical Phrase based Translation Models
Has 10000 "Simple and Effective Approach for Consistent Training of Hierarchical Phrase based Translation Models" found on our website. Below are the top 20 most common "Simple and Effective Approach for Consistent Training of Hierarchical Phrase based Translation Models".
Simple and Effective Approach for Consistent Training of Hierarchical Phrase based Translation Models
... the training data, we constrain the translation of the source sentence to produce the corresponding target ...the translation is ...for hierarchical phrase-based ... See full document
6
A Simple and Effective Hierarchical Phrase Reordering Model
... for phrase-based systems that aims to bet- ter capture long distance dependencies, and that presents a solution to the problem illustrated in ...single phrase, and the displacement of of the region ... See full document
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 ...the phrase level, these models typically ... See full document
8
A Lexicalized Reordering Model for Hierarchical Phrase based Translation
... reordering models (Tillman, 2004; Huang et ...next phrase—monotone (M), swap (S) and discontinuous ...a phrase pair “xiayou ||| the lower reach of” whose orientations with respect to the previous and ... See full document
10
Training Phrase Translation Models with Leaving One Out
... learn phrase translation probabilities for phrase- based statistical machine translation that go beyond pure counting of phrases in word-aligned training ...one-out ... See full document
10
Hierarchical Phrase Based Translation
... Phrase-based models can robustly perform translations that are localized to sub- strings that are common enough to have been observed in ...for training corpora of up to 20 million words, ... See full document
28
Translation Model Size Reduction for Hierarchical Phrase based Statistical Machine Translation
... The training data, as same as Cui et ...IBM models (Brown et al., 1993). We have implemented a hierarchical phrase-based SMT model similar to Chiang ...for translation ... See full document
5
Lightly Supervised Training for Hierarchical Phrase Based Machine Translation
... The models integrated into our baseline system are: phrase translation probabilities and lexical translation probabilities for both translation direc- tions, length penalties on word ... See full document
6
Effective Incorporation of Source Syntax into Hierarchical Phrase based Translation
... a simple but effective approach to introducing source language syntax into hierarchical phrase-based translation to get the benefits of both ...Our approach uses ... See full document
11
Hierarchical Phrase Based Translation with Suffix Arrays
... on phrase length curtail the power of phrase-based ...to phrase tables much too large to fit in main ...alternative approach introduced independently by both Callison-Burch et ...the ... See full document
10
The CMU ARK German English Translation System
... The parsing features above were intended to im- prove long range reordering quality. To further sup- port the modeling of larger spans, we incorporated a 7-gram class-based language model. Automatic word clusters ... See full document
7
A Topic Similarity Model for Hierarchical Phrase based Translation
... We have presented a topic similarity model which incorporates the rule-topic distributions on both the source and target side into traditional hierarchical phrase-based system. Our experimental ... See full document
9
Training MRF Based Phrase Translation Models using Gradient Ascent
... baseline phrase-based SMT systems, each for one language pair, are developed as ...discriminative training. First, we performed word alignment on the training set using a hidden Markov model ... See full document
10
Phrase Based Statistical Machine Translation: A Level of Detail Approach
... Early approach to statistical machine translation relies on the word-based trans- lation model to describe the translation process ...word-to-word translation often fails to capture all ... See full document
12
Effective Phrase Translation Extraction from Alignment Models
... sidering deviations in sentence level NIST scores over the 993 sentence test set with a NIST improve- ment of 0.05 being statistically significant at the 0.01 alpha level. In combination with the HMM method, our ... See full document
8
Learning Better Rule Extraction with Translation Span Alignment
... the approach proposed by May and Knight (2007) first utilizes the EM algorithm to obtain Viterbi derivation trees from derivation forests of each (tree, string) pair, and then produces Viterbi alignments ... See full document
5
Hierarchical Phrase based Machine Translation with Word based Reordering Model
... Hierarchical phrase-based machine translation (Chiang, 2007; Watanabe et ...machine translation ap- proaches (Brown et ...reordering models (Tillman, 2004; Koehn et ... See full document
8
Maximum Expected BLEU Training of Phrase and Lexicon Translation Models
... of training the phrase translation probabilities and the lexicon translation probabilities according to the GT formulas presented in the preceding ...baseline, training phrase or ... See full document
10
SampleRank Training for Phrase Based Machine Translation
... Gradient-based tuning methods, such as mini- mum risk training, have been investigated as pos- sible alternatives to MERT. Expected BLEU is nor- mally adopted as the objective since it is differen- tiable ... See full document
11
Head Driven Hierarchical Phrase based Translation
... HPB translation model adopts a synchronous con- text free grammar, a rewriting system which gen- erates source and target side string pairs simulta- neously using a context-free ... See full document
5
Related subjects