system combination
An Augmented Three Pass System Combination Framework: DCU Combination System for WMT 2010
... pass system combination framework of the Dublin City University (DCU) MT group for the WMT 2010 system combi- nation ...the combination tasks of English- to-Czech and ...proposed ...
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System Combination for Multi document Summarization
... System combination has enjoyed great success in many domains, such as automatic speech recognition (Fiscus, 1997; Mangu et ...combined system does not show an advantage over the best basic ...
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Neural Probabilistic Language Model for System Combination
... our system combination module developed in Dublin City University (Du and Way, 2010a,b; Okita and van Genabith, ...our system combina- tion module and tested it in the system ...
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Local System Voting Feature for Machine Translation System Combination
... of system combinations including one unigram localVote model trained with differ- ent word class sizes are ...size, system combination including a localVote model always performs better com- pared to ...
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System Combination for Grammatical Error Correction
... CUUI system em- ploys different classifiers to correct various error types and then merges the ...CAMB system uses a pipeline of systems to combine the outputs of their rule based system and their ...
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Hierarchical System Combination for Machine Translation
... black-box system combination ...the system generates a new translation by searching the lattice based on align- ment information, each system’s confidence scores and a language model ...
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Minimum Bayes risk System Combination
... MBR system combination, and we refer to it as MBR-SC-E/C/Ex/MERT in Table ...MBR system combination improves single Best MAX system by ...
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Neural System Combination for Machine Translation
... neural system combination framework, which is adapted from the multi-source NMT model (Zoph and Knight, ...neural system combination, we further design a smart strategy to simulate the real ...
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System Combination Using Discriminative Cross Adaptation
... (MT) system combi- nation work by adapting the decoding step of a baseline system using information from alternate ...based system combination which only requires the final output from each ...
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Joint Optimization for Machine Translation System Combination
... MT system combination proposed in (Jayaraman and Lavie 2005), which we will refer to as ...word-level system combination and is not limited to following the word order of a single backbone ...
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The Feature Subspace Method for SMT System Combination
... Recently system combination has been shown to be an effective way to improve translation quality over single machine translation sys- ...in system combina- tion. Each system in the resulting ...
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Generalized Minimum Bayes Risk System Combination
... We introduced Generalized MBR, which enables one to adapt the loss function of MBR to a given hypothesis space. By tuning this generalized loss under the constraint of uniform posteriors, we show that GMBR can ...
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Incremental HMM Alignment for MT System Combination
... Before the elaboration of the models, let us first clarify the notation on CN. A CN is usually de- scribed as a finite state graph with many spans. Each span corresponds to a word position and con- tains several arcs, ...
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Machine Translation System Combination by Confusion Forest
... To our knowledge, this is the first work to directly introduce syntactic consensus to system combina- tion by encoding multiple system outputs into a sin- gle forest structure. We believe that the confusion ...
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Boosting Based System Combination for Machine Translation
... of the bilingual data and the Xinhua portion of English Gigaword corpus. Berkeley Parser is used to generate the English parse trees for the rule extraction of the syntax-based system. The data set used for weight ...
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The RWTH System Combination System for WMT 2010
... in system combination. For LM training, we take the system hypotheses for the same test corpus for which the consensus transla- tions are to be ...original system hypotheses, in most cases ...
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CMU System Combination in WMT 2011
... letters. System outputs and language model training data were normalized using the provided punctuation normalization script, Unicode codepoint collaps- ing, the provided Moses (Koehn et ...for system ...
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The RWTH System Combination System for WMT 2009
... single system (Google) were much better in terms of B LEU and T ER than those of all other systems – in the former case by more than 4% in B LEU ...our system combination approach requires at least ...
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BBN System Description for WMT10 System Combination Task
... Differentiable approximations of BLEU have been proposed for consensus decoding. Tromble et al. (2008) used a linear approximation and Pauls et al. (2009) used a closer approximation called CoBLEU. CoBLEU is based on the ...
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The UZH System Combination System for WMT 2011
... a system with the multi-engine MT ap- proach described in (Sennrich, 2011), which builds on the idea by (Chen et ...SMT system (Koehn et ...this system significantly outper- formed MEMT (Heafield and ...
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