[PDF] Top 20 Effective Phrase Translation Extraction from Alignment Models
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Effective Phrase Translation Extraction from Alignment Models
... Phrase translation pairs that are generated by the method described in this paper are finally scored with estimates of translation probability, which can be conditioned on the target language if ... See full document
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HMM Word and Phrase Alignment for Statistical Machine Translation
... taken from the English side of the bitext and the LDC Gigaword ...Arabic→English Translation We also evaluate our WtoP alignment models in Arabic-English transla- ...our models on NIST ... See full document
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Phrase Based SMT for Finnish with More Data, Better Models and Alternative Alignment and Translation Tools
... After translation, we apply CRF models to predict the case mark- ers of ...CRF models for re-inflection are very accu- ...the models on this ...the translation output we remove all ... See full document
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Hierarchical Phrase Based Translation Grammars Extracted from Alignment Posterior Probabilities
... PP extraction methods yield ...Viterbi extraction yields 82k distinct source sequences whereas the WP and PP methods yield 116k and 146k sequences, ...Viterbi extraction yields an aver- age of ... See full document
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Syntactic Constraints on Phrase Extraction for Phrase Based Machine Translation
... a phrase pair ex- traction procedure is the resulting phrase transla- tion table is very large, especially when a large quantity of parallel data is ...some phrase translation pairs are ... See full document
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Simple and Effective Approach for Consistent Training of Hierarchical Phrase based Translation Models
... hierarchical phrase-based translation setup, obtaining these rules is based on a heuristic extraction from automatically word-aligned bilin- gual training ...the phrase-based approach, ... See full document
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Insertion and Deletion Models for Statistical Machine Translation
... lexicon models are computed from a sym- metrized word alignment (Och and Ney, 2003), the IBM-1 models are produced with GIZA ++ ...per phrase. The models integrated into the ... See full document
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A Clustered Global Phrase Reordering Model for Statistical Machine Translation
... explicitly models long distance re- ordering 1 ...estimated from the phrase alignments of training bilingual ...N-best phrase alignments and bilin- gual phrase ... See full document
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Continuous Space Translation Models for Phrase Based Statistical Machine Translation
... forward phrase transla- tion probability P ( ¯ t | ¯ s ) . The maximal phrase length was set to seven words, as it is also used during the standard phrase extraction ...The extraction ... See full document
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A Hybrid Word Alignment Model for Phrase Based Statistical Machine Translation
... word alignment quality by combining three word alignment tables (i) GIZA++ alignment (ii) Berkeley Alignment and (iii) rule based align- ...the effective- ness of the Hybrid model in ... See full document
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UGENT LT3 SCATE System for Machine Translation Quality Estimation
... pairs from OPUS (Tiedemann 2012) from various domains and used the Moses toolkit (Koehn et ...The phrase table has been pruned to exclude alignments with a direct alignment probability 𝑃(𝑡|𝑠) ... See full document
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Extended Translation Models in Phrase based Decoding
... extended translation models (ETM), the direct (EdTM) for the Source→Target and the inverse (EiTM) for the Target→Source ...IBM models by an additional bilingual word pair and a reordering ...benefit ... See full document
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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 ... See full document
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Gappy Phrasal Alignment By Agreement
... efficient phrase- to-phrase alignment model, useful in machine translation as well as other related natural lan- guage processing ...and phrase- to-word translations are modeled ... See full document
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Fast Inference in Phrase Extraction Models with Belief Propagation
... efficient, alignment model, belief propagation is a viable alternative to greedy search methods, such as ...in models that are much more scalable, by reducing the asymptotic complex- ity of ... See full document
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An Unsupervised Model for Joint Phrase Alignment and Extraction
... joint alignment and extraction of phrases at multiple ...granularity, from minimal phrases all the way up to full ...proposed phrase alignment models based on inversion ... See full document
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Neural Reordering Model Considering Phrase Translation and Word Alignment for Phrase based Translation
... pre-ordering models (Tromble and Eisner, 2009; Wu et ...pre-ordering models cannot use the target language information in ...optimizing phrase ordering using target-side features like phrase ... See full document
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Phrase Based Translation Model for Question Retrieval in Community Question Answer Archives
... novel phrase-based translation model for question ...word-based translation models, the phrase- based translation model is more effective be- cause it captures contextual ... See full document
10
Training Phrase Translation Models with Leaving One Out
... correct phrase segmentations and corresponding ...shifting phrase boundaries. This is different from word-based translation models, where a typical as- sumption is that each target word ... See full document
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Extracting Parallel Phrases from Comparable Data
... data from comparable corpora is a promising approach for overcoming the data sparseness in statistical machine trans- lation and other NLP ...three phrase alignment approaches to detect paral- lel ... See full document
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