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Incremental Spoken Language Translation based on A Normal-Form Conversion of CFG

机译:基于CFG正常形式转换的增量口语语言翻译

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An incremental translation system for spoken language, which can produce the target language synchronously with a source language input, has been proposed to far. Producing so much source language structures in the CFG-based parsing stage, however, the system has two fatal problems: 1) difficult to work in real-time, and 2) difficult to generate correct results. This paper introduces a special form of CFG, called M normal-form, and describes a method of converting any CFG to M normal-form. Since it produces less structures in the incremental parsing, the system using M normal-from of CFG can generate translation results with higher quality. Experiments with a prototype system have shown the effectiveness of the conversion for fine-grained incremental machine interpreting.
机译:迄今为止,已经提出了一种用于使用源语言输入同步产生目标语言的语言增量翻译系统。在基于CFG的解析阶段产生如此多的源语言结构,然而,系统具有两个致命问题:1)难以实时工作,2)难以产生正确的结果。本文介绍了一种特殊形式的CFG,称为M正常形式,并描述将任何CFG转换为M正常形式的方法。由于它在增量解析中产生较少的结构,因此使用M正常的系统的系统可以通过更高质量来产生翻译结果。用原型系统的实验表明了转换用于细粒度增量机解释的有效性。

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