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Adaptive Language Processing Based on Deep Learning in Cloud Computing Platform
Published 2020-01-01“…Finally, the adaptive method of massive corpus filtering and statistical machine translation based on cloud platform is verified. …”
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Model and Simulation of Maximum Entropy Phrase Reordering of English Text in Language Learning Machine
Published 2020-01-01“…This paper proposes a feature extraction algorithm based on the maximum entropy phrase reordering model in statistical machine translation in language learning machines. …”
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Deep Learning-Based English-Chinese Translation Research
Published 2022-01-01“…However, because NMT only employs single neural networks to convert natural languages, it suffers from two drawbacks in terms of reducing translation time: NMT is more sensitive to sentence length than statistical machine translation and the end-to-end implementation process fails to make explicit use of linguistic knowledge to improve translation performance. …”
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A Systematic Comparison of Data Selection Criteria for SMT Domain Adaptation
Published 2014-01-01“…Data selection has shown significant improvements in effective use of training data by extracting sentences from large general-domain corpora to adapt statistical machine translation (SMT) systems to in-domain data. …”
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AN APPLICATION TO TRANSLATE FROM VIETNAMESE INTO K’HO USING STMT APPROACH
Published 2018-07-01“…This paper describes the Statistics Machine Translation (STMT) application to translate from Vietnamese into K’Ho. …”
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Peningkatan Akurasi Mesin Penerjemah Bahasa Inggris - Indonesia dengan Memaksimalkan Kualitas dan Kuantitas Korpus Paralel
Published 2020-05-01“…Abstract The parallel corpus has a very important role in the statistical machine translator (SMT) system. The parallel corpus obtained by various sources usually has poor quality, while the quantity of parallel corpus is the main demand for good translation results. …”
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