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Evaluation of Generative Artificial Intelligence Implementation Impacts in Social and Health Care Language Translation: Mixed Methods Case Study. [PDF]
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Statistical Machine Translation
NLP of Semitic Languages, 2014We introduce a brief introduction to statistical machine translation for semitic languages along with an overview of machine translation approaches. We discuss the special consideration that should be taken into account when developing SMT systems for Semitic languages.
Hany Hassan, Kareem Darwish
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Statistical machine translation
2017 1st International Conference on Intelligent Systems and Information Management (ICISIM), 2017Translation of natural language text using statistical machine translation (SMT) is a supervised machine learning problem. SMT algorithms are trained to learn how to translate by providing many translations produced by human language experts. The field SMT has gained momentum in recent three decades.
A. R. Babhulgaonkar, S. V. Bharad
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Incorporating Statistical Machine Translation Word Knowledge Into Neural Machine Translation
IEEE/ACM Transactions on Audio Speech and Language Processing, 2018Neural machine translation (NMT) has gained more and more attention in recent years, mainly due to its simplicity yet state-of-the-art performance. However, previous research has shown that NMT suffers from several limitations: source coverage guidance ...
Xing Wang, Zhaopeng Tu, Min Zhang
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