Accounting for graded structure in adjective categories with valence-based opposition relationships

Simon De Deyne, Wouter Voorspoels, Steven Verheyen, Daniel J. Navarro, Gert Storms
<span title="2013-05-13">2013</span> <i title="Informa UK Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ae2gtdr4eba6xpmeve2gu47jqy" style="color: black;">Language, Cognition and Neuroscience</a> </i> &nbsp;
In contrast to noun categories, little is known about the graded structure of adjective categories. In this study we investigated whether adjective categories show a similar graded structure and what determines this structure. The results show that adjective categories like nouns exhibit a reliable graded structure. Similar to nouns, we investigated if similarity is the main determinant of the graded structure. We derived a low-dimensional similarity representation for adjective categories and
more &raquo; ... ound that valence differences in adjectives constitute an important organizing principle in this similarity space. Valence was not implicated in the categories' graded structure, however. A formal similarity-based model using exemplars accounted for the graded structure by effectively discarding the valence differences between adjectives in the similarity representation through dimensional weighting. Our results generalize similarity-based accounts of graded structure and highlight a closely-knit relationship between adjectives and nouns on a representational level.
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1080/01690965.2013.794294">doi:10.1080/01690965.2013.794294</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/iwt6dcf4wrgphajflaoaertgjq">fatcat:iwt6dcf4wrgphajflaoaertgjq</a> </span>
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