A New Method for Measuring English Verb's Metaphor Making Potential

Chen, Zili (City University of Hong Kong) | Webster, Jonathan J. (City University of Hong Kong) | Hao, Tianyong (City University of Hong Kong) | Chow, Ian C. (City University of Hong Kong)

AAAI Conferences 

A general practice in the research of metaphor has been to investigate its behavior and function in different contexts. This current study aims to investigate the notion that verbs possess a metaphor-making potential, this being an initiatory context-free experiment with metaphor. The goal of this paper is to carry out an in-depth case study of a group of English core verbs using WordNet and SUMO ontology. In order to operationalize the measurement of an English verb’s metaphor making potential, a new algorithm has been developed, and a program made to realize the computation. At last, it has been observed that higher frequency verbs generally possess greater metaphor making potential; while a verb’s metaphor making potential on the other hand is also strongly influenced by its functional category.

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