Shypd.aiThe largest open index of AI toolsMTBook is an Open Source research and education tool that provides a comprehensive overview of machine translation. It covers foundational knowledge, models, and cutting-edge techniques in the field.
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MTBook, authored by Tong Xiao and Jingbo Zhu from NEUNLPLab / NiuTrans Research, is a comprehensive textbook and tutorial on machine translation. It systematically introduces the foundational knowledge and modeling methods of machine translation, while also discussing advanced frontier technologies. The content is structured into four parts, covering machine translation basics, statistical machine translation, neural machine translation, and advanced topics. It is designed for senior undergraduate and graduate students in computer science and AI, as well as researchers in natural language processing, particularly those focused on machine translation. The book's source code is open-source, and a full PDF version is available, making it a valuable resource for in-depth study and reference.
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