Natural Language Semantic Representation Method Based on the Scene Framework

Ping Zhu
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Abstract

This paper constructs a standard semantic reference system with a large number of scene semantic representations, then interprets and understands the reference system with low-level semantics, that is, commonsense, and compares the semantic representations of the standard reference system with the input text, forming the premise and foundation of machine analogy thinking. This paper discusses the method of using the scene framework to construct standard semantic reference system, describes the dynamic process of semantic recognition by analogy with standard reference system, describes the application examples of machine thinking oriented semantic representation, finally, summarizes the paper and explains the application prospect of natural language semantic representation method based on the scene framework.
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基于场景框架的自然语言语义表示方法
本文构建了具有大量场景语义表征的标准语义参照系,然后用低级语义即常识对参照系进行解释和理解,并将标准参照系的语义表征与输入文本进行比较,形成了机器类比思维的前提和基础。本文讨论了利用场景框架构建标准语义参照系的方法,通过与标准参照系的类比描述了语义识别的动态过程,描述了面向机器思维的语义表示的应用实例,最后对本文进行了总结,说明了基于场景框架的自然语言语义表示方法的应用前景。
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