Negation in natural language does not follow Boolean logic and is therefore inherently difficult to model. In particular, it takes into account the broader understanding of what is being negated. In previous work, we proposed a framework for the negation of words that accounts for 'worldly context'. This paper extends that proposal now accounting for the compositional structure inherent in language within the DisCoCirc framework. We compose the negations of single words to capture the negation of sentences. We also describe how to model the negation of words whose meanings evolve in the text.
翻译:自然语言的偏差并不遵循布尔语逻辑,因此本质上很难建模,特别是,它考虑到对否定的内容的更广泛理解。在以前的工作中,我们提出了一个框架,以否定“世界背景”的词句。本文扩展了这一提案,现在将“Disconcirc”框架内语言所固有的组成结构考虑在内。我们形成了对单词的否定,以体现对判决的否定。我们还描述了如何模拟对案文中含义演变的词句的否定。