[PDF] Top 20 A Machine Learning Approach to the Automatic Evaluation of Machine Translation
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A Machine Learning Approach to the Automatic Evaluation of Machine Translation
... manual evaluation of MT systems: manual evaluation is both costly and ...automated approach is essential when dealing with an MT system that is under constant development in a collaborative research ... See full document
8
Filtering Pseudo References by Paraphrasing for Automatic Evaluation of Machine Translation
... general, automatic evaluation of MT is based on n-gram agreement between the system output and a manually translated reference of the source ...Therefore, automatic evaluation fails to ... See full document
5
ORANGE: a Method for Evaluating Automatic Evaluation Metrics for Machine Translation
... of automatic metrics in terms of human ...8 machine translation systems from 2003 NIST Chinese- English machine translation ...different automatic evaluation methods ... See full document
7
Feedback Cleaning of Machine Translation Rules Using Automatic Evaluation
... transfer-based machine translation (MT) are automatically ac- quired from bilingual corpora, incor- rect/redundant rules are generated due to acquisition errors or translation variety in the ...using ... See full document
8
X-Score: Automatic Evaluation of Machine Translation Grammaticality
... The previously created corpus is used only during the learning stage, in order to represent the grammatical model. In this way for a defined language and a defined domain of application the model is established ... See full document
6
Bleu: a Method for Automatic Evaluation of Machine Translation
... We fashion our closeness metric after the highly suc- cessful word error rate metric used by the speech recognition community, appropriately modified for multiple reference translations and allowing for le- gitimate ... See full document
8
Optimization for Efficient Determination of Chunk in Automatic Evaluation for Machine Translation
... Proceedings of the First International Workshop on Optimization Techniques for Human Language Technology, pages 17–30, COLING 2012, Mumbai, December 2012.... # addition node to tree.[r] ... See full document
14
A Machine Learning Approach to Sentence Ordering for Multidocument Summarization and Its Evaluation
... trinsic evaluation made by human subjects, we perform a quantitative evaluation using a number of metrics and discuss the possiblity of the automatic evaluation of sentence ... See full document
12
Comparing a Hand crafted to an Automatically Generated Feature Set for Deep Learning: Pairwise Translation Evaluation
... The automatic evaluation of machine translation (MT) has proven to be a very significant research ...Most automatic evaluation methods focus on the evalua- tion of the output of ... See full document
9
Automatic generation of paraphrases to be used as translation references in objective evaluation measures of machine translation
... the automatic evaluation of ma- chine translation systems, the quality of transla- tion candidates is judged against reference trans- lations that are paraphrases in the target ...language. ... See full document
8
The Contribution of Linguistic Features to Automatic Machine Translation Evaluation
... as automatic evaluation metrics for ma- chine translation have been proposed, different meta-evaluation frameworks have been gradually ... See full document
9
Machine Learning for Hybrid Machine Translation
... In previous years, it turned out that the alignment of the candidate translations to the source contained too many errors. In this version of our system, we thus changed the alignment method that connects the other ... See full document
5
Urdu to English Machine Translation using Bilingual Evaluation Understudy
... Statistical Machine Translation ...in machine translation between languages with significant word order differences ...Based Machine Translation (EBMT) that translates input text ... See full document
8
A Framework of Translator From English Speech To Sanskrit Text
... system, learning based approach and target language generation mechanism with the help of language English- Sanskrit language pair using rule based machine translation technique ...Based ... See full document
9
The Impact of Multiword Expression Compositionality on Machine Translation Evaluation
... associated with partial mismatches between MT out- puts and the reference translations, based on com- positionality. For example, an MT output of white tower should not be rewarded for partial overlap with ivory tower in ... See full document
6
UPF Cobalt Submission to WMT15 Metrics Task
... Current automatic MT evaluation methods are grounded on the following key idea: the closer an MT is to a professional Human Translation (HT), the higher its ...calculate evaluation scores ... See full document
7
Machine Translationness: Machine-likeness in Machine Translation Evaluation
... make machine translations distinguishable from human ...MT evaluation method based on determining whether the translation is machine-like instead of determining its human-likeness as in ... See full document
8
Proceedings of the Human Informed Translation and Interpreting Technology Workshop (HiT IT 2019)
... and Machine Translation (MT) make use of the knowledge and expertise of professional translators and interpreters in order to build and improve models for automatic translation or for ... See full document
10
Automatic Translation of Biomedical Terms by Supervised Machine Learning
... Our translation technique automatically captures existing regularities between biomedical terms in different lan- ...Spanish-Portuguese translation or embrochage/pinning for ...our approach yield ... See full document
8
Proceedings of the Third Conference on Machine Translation: Research Papers
... three translation tasks: Machine Translation of News, Biomedical Translation, and Multimodal Machine Translation, two evaluation tasks: Metrics and Quality Estimation, as ... See full document
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