Error analysis of Chinese-English machine translation on the clause-complex level

Xiaopin Lin, Shili Ge, Rou Song
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引用次数: 2

Abstract

Error analysis is an important way to provide feedbacks for the performance of MT systems. This paper analyzes clause-complex level errors under the analytical framework of Clause Complex model, and accounts for the errors from the perspective of Chinese-English grammatical differences. The statistics reveals that probability of clause-complex level errors is relatively high and that the occurrence of errors is different across genres and positively related to the length of clause complex. It is hoped that the study could bring enlightenment for MT systems to process inter-clausal relationship in clause complexes.
汉英机器翻译在子句复合体层面的错误分析
误差分析是为机器翻译系统的性能提供反馈的重要手段。本文在子句复合体模型的分析框架下分析了子句复合体层次的错误,并从汉英语法差异的角度对这些错误进行了解释。统计结果表明,小句复合体级错误的概率较高,不同体裁的小句复合体错误发生率不同,与小句复合体长度呈正相关。希望本文的研究能够为机器翻译系统处理子句复合体中的子句间关系提供启示。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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