基于中文的自然语言理解初探

Preliminary Exploration Based on Chinese Natural Language Understanding

一个持续建设的中文自然语言理解系统的初步成果总结。自然语言理解中从简单词语、句子的严格语法分析到语义、语用和语境的分析,即从语法层上升到语义层是一个普遍的瓶颈。以吸收和比较各种新理论,直接进入语义空间的技术策略,在语言理解系统建设方面,从建立分词系统开始,跳过传统的句法分析模式直接进入语义空间分析语句,系统初步实现了语义分析,并具有歧义分析和自学习能力。

This paper reports the preliminary development of a continually building Natural Language Understanding System. In the field of Natural Language Understanding the upgrade from strict grammar analysis used in simple words and sentence to the analysis of semantic and pragmatics and linguistic environment analysis,the transform from grammar space to semantic space is a general bottleneck. According to the strategy absorbing more new theories and direct working in the semantic space,we pass through traditional syntax analysis, our system can preliminarily complete semantic analysis, analysis different meanings and has the ability of learning.