Evidence accumulation as a model for lexical selection

R. Anders, S. Ries, L. van Maanen, F. -X. Alario

Research output: Contribution to journalArticleAcademicpeer-review

Abstract

We propose and demonstrate evidence accumulation as a plausible theoretical and/or empirical model for the lexical selection process of lexical retrieval. A number of current psycholinguistic theories consider lexical selection as a process related to selecting a lexical target from a number of alternatives, which each have varying activations (or signal supports), that are largely resultant of an initial stimulus recognition. We thoroughly present a case for how such a process may be theoretically explained by the evidence accumulation paradigm, and we demonstrate how this paradigm can be directly related or combined with conventional psycholinguistic theory and their simulatory instantiations (generally, neural network models). Then with a demonstrative application on a large new real data set, we establish how the empirical evidence accumulation approach is able to provide parameter results that are informative to leading psycholinguistic theory, and that motivate future theoretical development. (C) 2015 Elsevier Inc. All rights reserved.
Original languageEnglish
Pages (from-to)57-73
Number of pages17
JournalCognitive Psychology
Volume82
DOIs
Publication statusPublished - Nov 2015
Externally publishedYes

Keywords

  • Lexical retrieval
  • Neural network models
  • Psychometrics
  • Response time analysis
  • Sequential sampling
  • Shifted Wald

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