[PDF] Top 20 A POS based preordering approach for English to Arabic statistical machine translation
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A POS based preordering approach for English to Arabic statistical machine translation
... automatically from a parallel corpus using word alignment and a basic part-of- speech source language tagging. The test results showed a noticeable improve- ment over the baseline PSMT system which proves the consistency ... See full document
16
Integrating morpho syntactic features in English Arabic statistical machine translation
... hybrid approach to the enhancement of English to Arabic statistical machine translation ...quality. Machine Transla- tion has been defined as the process that utiliz- es ... See full document
8
Syntactic Phrase Reordering for English to Arabic Statistical Machine Translation
... spoken Arabic usually prefers the Subject- Verb-Object sentence order, rather than the Verb- Subject-Object sentence order of written ...mented Arabic system. That gain does not trans- late to the ... See full document
8
Enriching Phrase-Based Statistical Machine Translation with POS Information
... on POS and mor- phological ...creasing translation options introduced by addi- tional factors, the decoding strategy needs to be adapted: translation options are precomputed and early pruning is ... See full document
8
Rule Based Transliteration Scheme for English to Punjabi
... of machine translation. In this paper we are doing machine transliteration for English-Punjabi language pair using rule based ...a statistical machine translation ... See full document
7
Chunk Based Verb Reordering in VSO Sentences for Arabic English Statistical Machine Translation
... In Arabic-to-English phrase-based statis- tical machine translation, a large number of syntactic disfluencies are due to wrong long-range reordering of the verb in VSO sentences, where ... See full document
9
Syntactic Reordering for English Arabic Phrase Based Machine Translation
... Another interesting observation is that reordering rules learned from automatic alignments lead to significantly better translation than rules learned from manual alignment. Due to the much higher quality of the ... See full document
9
Arabic-English Semantic Word Class Alignment to Improve Statistical Machine Translation
... phrase-based translation model pro- vides direct and inverted frequency-based and lexical-based probabilities for each phrase ...The English side of the training corpora was used to ... See full document
9
Experiments with POS based restructuring and alignment based reordering for statistical machine translation
... an approach focused on us- ing pre-processing and post-processing methods, such as reordering the source sentences in a Chi- nese-Korean phrase-based SMT using syntactic ...morpheme-level translation ... See full document
6
Source side Preordering for Translation using Logistic Regression and Depth first Branch and Bound Search
... simple preordering approach for machine translation based on a feature- rich logistic regression model to predict whether two children of the same node in the source-side parse tree ... See full document
10
Improving Arabic Chinese Statistical Machine Translation using English as Pivot Language
... Chinese-Japanese translation using Eng- lish as a pivoting ...into English from Ukrainian: direct Ukrainian-English MT versus translation via a cognate language, ...better translation ... See full document
9
Benchmarking Machine Translated Sentiment Analysis for Arabic Tweets
... an approach using automatic Machine Translation ...this approach works for languages lack large SA training data-set, such as ...of English tweets into four European languages in order ... See full document
8
Phrase Based Statistical Machine Translation: A Level of Detail Approach
... improve statistical machine translation performance and also to remove the necessity to model them ...phrase translation should be realized as a phrase alignment, where the lexical ... See full document
12
Urdu to English Machine Translation using Bilingual Evaluation Understudy
... is Statistical Machine Translation ...in machine translation between languages with significant word order differences ...Example Based Machine Translation (EBMT) ... See full document
8
Dialectal to Standard Arabic Paraphrasing to Improve Arabic English Statistical Machine Translation
... Machine Translation for Closely Related Lan- guages Using closely related languages has been shown to improve MT quality when resources are ...better translation quality by using sim- ple methods ... See full document
12
POS-based Word Reorderings for Statistical Machine Translation
... of statistical machine translation (SMT) by applying word reorder- ings of the source language sentences based on Part-of-Speech ...and English and target languages are Spanish, ... See full document
6
English Portuguese Biomedical Translation Task Using a Genuine Phrase Based Statistical Machine Translation Approach
... in English and 60,375,477 words in Portuguese), was tested as a source of additional term coverage, which allowed a translation quality improvement lower than 1 BLEU ... See full document
7
Recursive Neural Network Based Preordering for English to Japanese Machine Translation
... involving POS tags and syntactic cat- egories achieved even higher BLEU ...of POS tags and syntactic categories in ...the translation quality. Based on these, we further evaluated the RvNN ... See full document
7
Predicate Argument Structure based Preordering for Japanese English Statistical Machine Translation of Scientific Papers
... Apart from apparent errors in predicate- argument structure analysis, there exist errors in preordering rules. Figure 2 shows errors in pre- ordering. In both examples, the passive voice pre- ordering rule moves ... See full document
6
The Impact of Preprocessing on Arabic English Statistical and Neural Machine Translation
... to Arabic-English MT un- der SMT and NMT, where various prominent to- kenization schemes are ...timized based on the type of model to train and the data ... See full document
8
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