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Moon IME: Neural-based Chinese Pinyin Aided Input Method with Customizable Association

机译:Moon IME:具有可定制关联的神经基拼音辅助输入法

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摘要

Chinese pinyin input method engine (IME) lets user conveniently input Chinese into a computer by typing pinyin through the common keyboard. In addition to offering high conversion quality, modern pinyin IME is supposed to aid user input with extended association function. However, existing solutions for such functions are roughly based on oversimplified matching algorithms at word-level, whose resulting products provide limited extension associated with user input-s. This work presents the Moon IME, a pinyin IME that integrates the attention-based neural machine translation (NMT) model and Information Retrieval (IR) to offer amusive and customizable association ability. The released IME is implemented on Windows via text services framework.
机译:汉语拼音输入法引擎(IME)让用户通过键入拼接键盘通过键入拼音方便地将中文输入计算机。除了提供高转换质量外,现代拼音IME应帮助用户输入扩展关联功能。然而,这种功能的现有解决方案大致基于Word级的超简化匹配算法,其结果产品提供与用户输入相关的有限扩展。这项工作介绍了月亮IME,这是一个拼音IME,它集成了基于关注的神经电机翻译(NMT)模型和信息检索(IR),以提供瑕疵和可定制的关联能力。发布的IME通过文本服务框架在Windows上实现。

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