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SEMANTIC AND SYNTACTIC ASPECTS OF SCORE FUNCTION

机译:分数函数的语义和句法方面

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In a Machine Translation System (MTS), the number of possible analyses for a given sentence is largely due to the ambiguous characteristics of the source language. In this paper, a mechanism, called "Score Function", is proposed for measuring the "quality" of the ambiguous syntax trees such that the one that best fits interpretation by human is selected. It is featured by incorporating the objectiveness of the probability theory and the subjective expertise of linguists. The underlying uncertainty that is fundamental to linguistic knowledge is also allowed to be incorporated into this system. This feature proposes an easy resolution to select the best syntax tree and provides some strategic advantages for scored parsing. The linguists can al3o be relieved of the necessity to describe the language in strictly "correct" linguistic rules, which, if not impossible, is a very hard task.
机译:在机器翻译系统(MTS)中,给定句子的可能分析的数量主要是由于源语言的模糊特征。在本文中,提出了一种称为“得分函数”的机制,用于测量模糊语法树的“质量”,使得最能选择人类解释的“质量”。它通过纳入概率理论的客观性以及语言学家的主观专业知识而介绍。允许语言知识基础的潜在不确定性纳入该系统。此功能提出了一种简单的分辨率来选择最佳的语法树,并为得分解析提供一些战略优势。语言学家可以在严格“正确”语言规则中,解除al3o来描述语言的必要性,如果不是不可能的话,这是一项非常艰巨的任务。

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