Semantic similarity, predictability, and models of sentence processing

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

Research output: Contribution to journalArticle

26 Citations (Scopus)

Abstract

The effects of word predictability and shared semantic similarity between a target word and other words that could have taken its place in a sentence on language comprehension are investigated using data from a reading time study, a sentence completion study, and linear mixed-effects regression modeling. We find that processing is facilitated if the different possible words that could occur in a given context are semantically similar to each other, meaning that processing is affected not only by the nature of the words that do occur, but also the relationships between the words that do occur and those that could have occurred. We discuss possible causes of the semantic similarity effect and point to possible limitations of using probability as a model of cognitive effort.

Original languageEnglish
Pages (from-to)267-279
Number of pages13
JournalCognition
Volume122
Issue number3
DOIs
Publication statusPublished - 2012 Mar 1
Externally publishedYes

Fingerprint

Semantics
semantics
Time and Motion Studies
Reading
Language
comprehension
regression
cause
language
Sentence Processing
Predictability
Semantic Similarity

Keywords

  • Parsing
  • Prediction
  • Semantic similarity
  • Sentence processing
  • Spreading activation
  • Surprisal

ASJC Scopus subject areas

  • Experimental and Cognitive Psychology
  • Language and Linguistics
  • Developmental and Educational Psychology
  • Linguistics and Language
  • Cognitive Neuroscience

Cite this

Semantic similarity, predictability, and models of sentence processing. / Roland, Douglas William; Yun, Hongoak; Koenig, Jean Pierre; Mauner, Gail.

In: Cognition, Vol. 122, No. 3, 01.03.2012, p. 267-279.

Research output: Contribution to journalArticle

Roland, Douglas William ; Yun, Hongoak ; Koenig, Jean Pierre ; Mauner, Gail. / Semantic similarity, predictability, and models of sentence processing. In: Cognition. 2012 ; Vol. 122, No. 3. pp. 267-279.
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