[PDF] Top 20 MT Quality Estimation: The CMU System for WMT‘13
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MT Quality Estimation: The CMU System for WMT‘13
... In Table 2 we show the results for some ex- periments comparing the performance of differ- ent feature sets and classifiers. For development we used the WMT12-QE test set and both the WMT12 manual labels as well as HTER ... See full document
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Coping with the Subjectivity of Human Judgements in MT Quality Estimation
... the WMT-13 training set for Task ...the WMT-12 training set, should better reflect (and reward) the HTER-based parti- tions proposed in Section ...The WMT-13 dataset contains sentences ... See full document
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Findings of the WMT 2019 Shared Tasks on Quality Estimation
... to MT met- rics and see how far one can get without a reference translation, or in other words, how much does one gain from having a reference translation in terms of scoring MT outputs As part of this task ... See full document
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CMU Syntax Based Machine Translation at WMT 2011
... WMT 2011’s provided French–English training data consisted of 36.8 million sentence pairs from the Eu- roparl, news commentary, UN documents, and Giga- FrEn corpora (Table 1). The first three of these are, for the ... See full document
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Findings of the WMT 2018 Shared Task on Quality Estimation
... the MT and PE output in the train- ing ...the MT output in the development set, the cosine similarity between the corresponding source sentence and the bag-of-words for the same target word is ...both ... See full document
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Black Box Features for the WMT 2012 Quality Estimation Shared Task
... the WMT 2012 quality estimation (QE) shared ...(MT) system and a corpus of its translations which have been rated by humans, the task is to build a predic- tor that can accurately ... See full document
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DCU Symantec at the WMT 2013 Quality Estimation Shared Task
... The WMT 2013 Quality Estimation Shared Task involve both sentence-level and word-level qual- ity estimation ...multiple MT systems for the same source sentence (Task ... See full document
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The TALP UPC Approach to System Selection: Asiya Features and Pairwise Classification Using Random Forests
... This paper describes the TALP-UPC par- ticipation in the WMT’13 Shared Task on Quality Estimation (QE). Our partic- ipation is reduced to task 1.2 on System Selection. We used a broad ... See full document
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UAlacant word level machine translation quality estimation system at WMT 2015
... Consequently, MT quality estimation (MTQE) (Blatz et ...the quality of the translation hypotheses produced by an MT ...the WMT 2015 MTQE shared task proposes three tasks that ... See full document
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Keep It or Not: Word Level Quality Estimation for Post Editing
... estimating quality of a machine translation (MT) system without referring the ac- tual translation is now one of the key research ar- eas in MT domain (Blatz et ...document quality ... See full document
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The Benefit of Pseudo Reference Translations in Quality Estimation of MT Output
... WMT18 Quality Estima- tion sentence level ...NMT system, 13,442 tuples were made available for the train- ing, with an additional 1,000 tuples provided for development ...SMT system, the training set ... See full document
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The CMU Machine Translation Systems at WMT 2013: Syntax, Synthetic Translation Options, and Pseudo References
... Because the SCFG rules are labeled with non- terminals composed from both the source and tar- get trees, the nonterminal inventory is quite large, leading to estimation difficulties. To deal with this, we ... See full document
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DCU Symantec Submission for the WMT 2012 Quality Estimation Task
... the WMT organisers this year pro- pose a Quality Estimation (QE) shared task, which is divided into two sub-tasks: scoring and ranking automatic ...the quality of a machine translation ... See full document
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The DCU ICTCAS MT system at WMT 2014 on German English Translation Task
... • SyMGIZA++: Better alignment could lead to better translation. So we carry out some ex- periments on SyMGIZA++ aligner (Junczys- Dowmunt and Sza, 2012), which modifies the original IBM/GIZA++ word alignment mod- els to ... See full document
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Evaluation of the CMU ATIS System
... EVALUATION OF THE CMU ATIS SYSTEM EVALUATION OF THE CMU ATIS SYSTEM Wayne Ward S c h o o l o f C o m p u t e r S c i e n c e C a r n e g i e M e l l o n U n i v e r s i t y P i t t s b u r g h , P a 1[.] ... See full document
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IITP MT System for Gujarati English News Translation Task at WMT 2019
... NMT system tends to perform poorly (Koehn and Knowles, ...SMT system and an NMT system for both English → Gujarati and Gujarati → English using the original training ... See full document
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Proceedings of the Seventh Workshop on Statistical Machine Translation
... Last year we created a WMT 5-year Retrospective Best Paper Award. This year we selected the best paper from 2007’s Workshop on Statistical Machine Translation, which was collocated with ACL in Prague. The goals of ... See full document
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The UPC Submission to the WMT 2012 Shared Task on Quality Estimation
... translation quality (baseline features) that participants could de- cide to employ for their ...human quality assessment for each trans- lation (using Mean Average Error - MAE and Root Mean Squared Error - ... See full document
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YSDA Participation in the WMT’16 Quality Estimation Shared Task
... So the experiments described above led to sig- nificant improvement of classifier’s quality. The most noticeable increase was achieved by imple- menting syntactically motivated features. This re- sult is related ... See full document
7
Panlingua KMI MT System for Similar Language Translation Task at WMT 2019
... The larger picture, based on these experiments, reveal that similarities between two languages did not yield any advantage, as expected at the ini- tial stage. Thus it could be concluded that simi- lar features shared ... See full document
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