[PDF] Top 20 Word Alignment-Based Reordering of Source Chunks in PB-SMT
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Word Alignment-Based Reordering of Source Chunks in PB-SMT
... a word-aligned parallel corpus, Bisazza and Federico (2010) proposed a chunk-based reordering technique that impacts the VSO type sentences in Arabic– English machine ...the SMT quality using ... See full document
7
Experiments with word alignment, normalization and clause reordering for SMT between English and German
... bining word alignments from Giza++ with align- ments created using phrase-based word alignment (PAL) which previously has been shown to improve alignment quality for English–Swedish ... See full document
6
Source side Syntactic Reordering Patterns with Functional Words for Improved Phrase based SMT
... previous source-side syntactic reordering methods for SMT, this paper focuses on using automatically learned syntactic reordering patterns with func- tional words which indicate structural re- ... See full document
9
Anaphora Models and Reordering for Phrase Based SMT
... a source language pronoun, we must make sure that the language model sees training data for both placeholders and actual ...no word alignments to decide whether or not to replace a pronoun by a ... See full document
8
Report of the Shared Task on Learning Reordering from Word Alignments at RSMT 2012
... syntax-based reordering system using on open- source SMT toolkit ...Using source side parses and word alignment information they learn reordering rules from the ... See full document
8
Syntactic Reordering Integrated with Phrase Based SMT
... for reordering be- tween these less-related ...between word alignment method and the extracted rules and the relationship between reordering and word ...a source ... See full document
8
Neural Reordering Model Considering Phrase Translation and Word Alignment for Phrase based Translation
... lexicalized reordering model (LRM), which directly constrains reorder- ing of phrases in ...distance-based reordering approach in distant language ...(1) reordering ambiguity, (2) data spar- ... See full document
10
An Empirical Study of Diversity of Word Alignment and its Symmetrization Techniques for System Combination
... phrase based statistical machine translation (HPBSMT) sys- tems are trained, tuned and ...specific alignment. The hierarchical phrase based models (Chiang, 2005) of Chinese-English language pair are ... See full document
6
Reordering rules for English Hindi SMT
... the source sentence are re- ordered as per the syntax of the target lan- ...phrase based SMT system. Reordering also helps the decoding process and hence improving the machine translation ... See full document
8
Generalized Reordering Rules for Improved SMT
... sentence based on a set of reordering rules defined over the source sentence’s syntax parse ...re-ordered source sentence resembles the word order of its target ...The reordering ... See full document
6
Alignment-based reordering for SMT
... improving word alignment quality for phrase-based SMT by reordering the source text according to the target word order suggested by an initial word ...second ... See full document
5
Character Cluster Based Segmentation using Monolingual and Bilingual Information for Statistical Machine Translation
... Due to the issue mentioned in section 2.1, we apply character clustering (CC) technique on target text in order to reduce the search space. After performing CC, it will yield several character clusters 𝑇which can be ... See full document
8
AMRICA: an AMR Inspector for Cross language Alignments
... The alignment is more difficult than in the monolingual case, since nodes in AMRs are labeled in the language of the sentence they ...Smatch alignment algorithm to account for this dif- ... See full document
5
Dependency based Reordering Model for Constituent Pairs in Hierarchical SMT
... tance) reordering inside the phrases but they are inherently weak at non-local (medium and long distance) reordering (Birch and Osborne, ...address reordering in PB-SMT can generally be ... See full document
8
Combining Unsupervised and Supervised Alignments for MT: An Empirical Study
... System combination produces bigger improve- ments in performance. Compared with the best base- line system, the improvement in BLEU ranges from 0.8 to 1.6 point. There are also noticeable improve- ments in TER, around ... See full document
7
The Universität Karlsruhe Translation System for the EACL WMT 2009
... of the submitted systems we used a discrimina- tive word alignment model (DWA) to generate the alignments as described in Niehues and Vogel (2008) instead. This model is trained on a small amount of ... See full document
5
Word Order Does NOT Differ Significantly Between Chinese and Japanese
... state-of-the-art PB SMT system can achieve an ac- ceptable ...the word order problem, which we have found not such a serious issue, we consider the errors in word alignment around ... See full document
6
Are ACT’s Scores Increasing with Better Translation Quality?
... tool. Based on its heuristics and on its connective dictionaries categorised by senses, ACT has a higher precision to detect the right con- nective when more than one translation is ...the source con- ... See full document
6
Incrementally Updating the SMT Reordering Model
... ties (Brown et al., 1993). Yet, EM relies on having all the data available in advance. When incremental updates to the model are required, online EM comes into play. Here, the model parameters may be up- dated every time ... See full document
10
Building a reordering system using tree to string hierarchical model
... (lexicalized reordering model) is not applicable, and since we know exact translations of each word, it isn’t reasonable to build a generation model ... See full document
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