The Effect of Semantic Similarity is a Function of Contextual Constraint

Hongoak Yun, Gail Mauner, Douglas Roland, Jean Pierre Koenig

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Abstract

We investigate how the degree to which a context constrains the words that could occur in a sentence affects the processing of the word that does occur. Roland et al. (2012) found that processing was facilitated when target words were more semantically similar to word alternatives that could have appeared. Because this effect is independent of word predictability, it suggests that comprehenders may have separate expectations for words and more general semantic features. We show that the semantic similarity effect is modulated by the degree of contextual constraint. We found that facilitation due to semantic similarity was greater when contexts were less constraining, and lower when contexts were more constraining, independent of word predictability. We interpret these results as suggesting that in highly constraining contexts, comprehenders may expect specific words, and face difficulties when these expectations are violated, while in less constraining contexts, they may have more general expectations for semantic properties shared between the words that could occur.

Original languageEnglish
Title of host publicationBuilding Bridges Across Cognitive Sciences Around the World - Proceedings of the 34th Annual Meeting of the Cognitive Science Society, CogSci 2012
EditorsNaomi Miyake, David Peebles, Richard P. Cooper
PublisherThe Cognitive Science Society
Pages1191-1196
Number of pages6
ISBN (Electronic)9780976831884
Publication statusPublished - 2012
Externally publishedYes
Event34th Annual Meeting of the Cognitive Science Society: Building Bridges Across Cognitive Sciences Around the World, CogSci 2012 - Sapporo, Japan
Duration: 2012 Aug 12012 Aug 4

Publication series

NameBuilding Bridges Across Cognitive Sciences Around the World - Proceedings of the 34th Annual Meeting of the Cognitive Science Society, CogSci 2012

Conference

Conference34th Annual Meeting of the Cognitive Science Society: Building Bridges Across Cognitive Sciences Around the World, CogSci 2012
Country/TerritoryJapan
CitySapporo
Period12/8/112/8/4

Keywords

  • contextual constraint
  • entropy
  • expectation-based language comprehension
  • predictability
  • semantic similarity
  • sentence processing

ASJC Scopus subject areas

  • Artificial Intelligence
  • Computer Science Applications
  • Human-Computer Interaction
  • Cognitive Neuroscience

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