| 摘要: |
| 本文探讨在分布标准下词类划分的数学理论,证明了用分布分析方法进行词类划分,是一个求最大不动点的选代过程,本质上不存在逻辑循环。理想的同类划分──最大不动点是在极限意义下可计算的,从而澄清了语言学界多年来对分布分析方法的误解,论证了词类划分的分布标准的科学性。 |
| 关键词: 自然语言处理,同类划分,分布分析 |
| DOI: |
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| A MATHEMATICAL THEORY FOR WORD CLASSIFICATION |
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Bai Shuo
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| Abstract: |
| Word classification is still an open issue for the linguistic research of Chinese.A fixed-point theory of word classification is proposed in this paper. According to our result,the Distributed Analysis (DA) method for word classification can be used in a process of iteration, so that the "logical circle" critique on DA method does not hold. The ideal classification, i. e., the maximal fixed-point, is computable in the limit. This paper therefore cleared out the misunderstandings on DA method among linguists, and proved the distribution criterion to be scientific. |
| Key words: Natural language processing word classification distributed analysis. |