[PDF] Top 20 Lattice based System Combination for Statistical Machine Translation
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Lattice based System Combination for Statistical Machine Translation
... In our experiments, the weights were all tuned on the NIST MT02 Chinese-to-English test set, includ- ing 878 sentences, and the test data was the NIST MT05 Chinese-to-English test set, including 1082 sentences, except ... See full document
9
Arabic-Segmentation Combination Strategies for Statistical Machine Translation
... of statistical ma- chine translation (SMT) were already successfully applied in previous ...rule- based methods (typically encoded as finite state transducer) such as (El Isbihani et ...improves ... See full document
6
Hierarchical System Combination for Machine Translation
... phrase translation pairs from each de- coder’s ...word translation model with a general ...from system outputs, then prune the table with translation ...fined translation models and ... See full document
10
Neural System Combination for Machine Translation
... NMT system generates the final hypothesis using the ...for system combination and design a good strategy to simulate the real training data for our neural sys- tem ... See full document
7
Confusion Network Based System Combination for Chinese Translation Output: Word Level or Character Level?
... phrase-based statistical machine translation (SMT), and found that a system which relied on characters performed slightly worse than when it used segmented words (Xu et ...Chinese ... See full document
8
Combination of Arabic Preprocessing Schemes for Statistical Machine Translation
... Across different schemes, EN performs the best under scarce-resource condition; and D2 performs as best under large resource conditions. The re- sults from the learning curve are consistent with previous published work ... See full document
8
A machine translation system combining rule based machine translation and statistical post editing
... base system of ja-en ...the translation evaluation and se- lection part in the Figure 1, as the ja-en ...base system: ・To use a user dictionary in the RBMT ... See full document
5
Statistical machine translation based on translation rules
... Machine translation is to translate one natural language into another by ...to translation knowledge[1]. Today, machine translation is still one of the most difficult decision problems ... See full document
8
A Document Level SMT System with Integrated Pronoun Prediction
... pronoun-focused translation task at DiscoMT 2015 is a document-level phrase-based statistical ma- chine translation (SMT) system integrating a neu- ral network classifier for pronoun ... See full document
6
Dependency Based Statistical Machine Translation
... evaluate system performance with version ...score based on a weighted sum of the counts of matching n-grams, along with a penalty for a significant dif- ference in length between the system output ... See full document
6
RegMT System for Machine Translation, System Combination, and Evaluation
... of statistical ma- chine translation, translations are performed at the sentence level and this enables us to select a small number of training instances for each test instance to guide the ... See full document
7
Stream based Translation Models for Statistical Machine Translation
... To ensure the recency results reported above were not limited to French-English, this time our paral- lel input stream was generated from the German- English language pair of Europarl with German as source and English ... See full document
9
A Sense Based Translation Model for Statistical Machine Translation
... baseline system is a state-of-the-art SMT system which adapts Bracketing Transduction Grammars (Wu, 1997) to phrasal translation and equips itself with a maximum entropy based reordering model ... See full document
11
Phrase Reordering Model Integrating Syntactic Knowledge for SMT
... tistical machine translation (SMT). Current phrase-based SMT technologies are good at capturing local reordering but not global ...the combination of parse trees can compensate for the ... See full document
8
The UPV PRHLT combination system for WMT 2011
... the system combina- tion task of the sixth workshop on statistical machine translation (WMT ...linear combination of the component systems’ prob- ability distributions to search for the ... See full document
5
Selective Combination of Pivot and Direct Statistical Machine Translation Models
... On the other hand, work on Persian SMT is limited to few studies. For example, Kathol and Zheng (2008) use unsupervised morpheme seg- mentation for Persian. They show that hierarchical phrase-based models can ... See full document
7
Machine Translation Using Probabilistic Synchronous Dependency Insertion Grammars
... As discussed before (see Figure 1 and 2), the archi- tecture of our syntax based statistical MT system is illustrated in Figure 5. Note that this is a non- deterministic process. The input sentence ... See full document
8
NAVER Machine Translation System for WAT 2015
... Neural machine translation (NMT) is a new ap- proach to machine translation that has shown promising results compared to the existing ap- proaches such as phrase-based ... See full document
5
Statistical Phrase Based Post Editing
... human translation for example, is its partly repetitive ...same machine translation system is handled by multiple post-editors, then the opportunities for factoring corrections become much ... See full document
8
Lattice based Minimum Error Rate Training for Statistical Machine Translation
... to lattice MERT, N -best MERT optimizes all dimensions in each iteration and, in addition, it also explores a large number of random starting points before it re-decodes and expands the hypothesis ...weights. ... See full document
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