[PDF] Top 20 HMM Word and Phrase Alignment for Statistical Machine Translation
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HMM Word and Phrase Alignment for Statistical Machine Translation
... Viterbi Phrase-Extract PPIs is shown in Table 4, line ...Viterbi Phrase- Extract PPIs taken from WtoP alignments created over all available bitext, we find comparable perfor- mance to the Model-4 baseline ... See full document
8
HMM Word to Phrase Alignment with Dependency Constraints
... the HMM word- to-phrase alignment model with syntac- tic dependency ...current HMM word-to-phrase alignment models on a Phrase-Based Statistical ... See full document
9
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 ...syntax-based, ... See full document
8
Improvement of the Results of Statistical Machine Translation System using Anusaaraka
... aligned phrase pairs for the above corpus when ...the phrase translations generated from Anusaaraka itself with the expert manual translations and the English-Hindi phrase alignments are further ... See full document
7
Phrase Based Statistical Machine Translation: A Level of Detail Approach
... a phrase often constitutes some spurious words. The word-based trans- lation model often has trouble in modeling spurious words, such as function ...a phrase. It is beneficial to realize these ... See full document
12
Hybrid Neural Network Alignment and Lexicon Model in Direct HMM for Statistical Machine Translation
... directions, word and phrase penalties, a distance-based reordering model, enhanced low frequency features (Chen et ...a word class language mode (Wuebker et ...The word align- ments used for ... See full document
7
Improving Statistical Word Alignment with a Rule Based Machine Translation System
... the word similarity has 66,696 ...rule-based machine translation system to improve statistical word ...same translation dictionary used in the rule- based machine ... See full document
7
Incorporating Word and Subword Units in Unsupervised Machine Translation Using Language Model Rescoring
... Both word-level and subword-level neural ma- chine translation (NMT) models are applied in this task and further tuned by pseudo-parallel data generated from a phrase-based statistical ... See full document
8
Extentions to HMM based Statistical Word Alignment Models
... to HMM-based alignment ...the translation model improves word alignment ...an HMM-based model and a new generative model for target language words that do not have ... See full document
8
Learning Word Reorderings for Hierarchical Phrase based Statistical Machine Translation
... using word reordering information within hierarchical phrase-based SMT by integrat- ing Tromble and Eisner (2009)’s word reordering model into decoder as a feature, which estimates the probability of ... See full document
7
Squibs and Discussions: Measuring Word Alignment Quality for Statistical Machine Translation
... Automatic word alignment (Brown et ...all statistical machine translation (SMT) ...increase word alignment ...in translation performance as measured by BLEU ... See full document
12
Unsupervised Alignment for Segmental based Language Understanding
... Statistical alignment methods used in machine translation are relevant in our context if we consider that the target language is the concept ...guage translation. First, each ... See full document
8
Efficient Solutions for Word Reordering in German English Phrase Based Statistical Machine Translation
... Finally, we can see from the last row of Ta- ble 1 that the gap between PSMT and HSMT has been narrowed significantly. While more work is needed to reach and outperform the quality of the HSMT system, we were able to ... See full document
12
Arabic-English Semantic Word Class Alignment to Improve Statistical Machine Translation
... use machine learning ...a phrase-based SMT system ; and in España-Bonet et ...standard Phrase-Based SMT architecture, extended by incorporating a local discriminative phrase selection model to ... See full document
9
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 ...of ... See full document
9
Phrase Model Training for Statistical Machine Translation with Word Lattices of Preprocessing Alternatives
... source phrase consisting of a single word does not have any translation candidates left after the bilingual phrase matching, one phrase pair is added to the translation ... See full document
10
Neural Reordering Model Considering Phrase Translation and Word Alignment for Phrase based Translation
... for phrase-based statistical ma- chine translation using a deep neural ...using phrase translation and word alignment to construct phrase vectors to handle ... See full document
10
OPTIMAL ALIGNMENT FOR BI-DIRECTIONAL AFAAN OROMO-ENGLISH STATISTICAL MACHINE TRANSLATION
... as word, phrase and sentence level using MGIZA++, Anymalign and hunalign ...each alignment tool is used for translation model. The translation model takes word, phrase and ... See full document
5
Simultaneous Word Morpheme Alignment for Statistical Machine Translation
... of word transla- tion probabilities alone, equals ...morpheme translation probabilities reduces TAM to IBM Model ...both word and morpheme translation proba- bilities, as the equation above, ... See full document
9
Finding Medical Term Variations using Parallel Corpora and Distributional Similarity
... asymmetric word alignments which starts with the intersection of the two Viterbi alignments and adds block-neighboring points to it in a second ...the phrase extraction tool from Moses to ex- tract ... See full document
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