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Bilingual Object Naming: A Connectionist Model.

Shin-Yi Fang1, Benjamin D Zinszer2, Barbara C Malt3

  • 1Department of Psychology and Center for Brain, Behavior, and Cognition, The Pennsylvania State University University Park, PA, USA.

Frontiers in Psychology
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Summary
This summary is machine-generated.

Bilingual speakers show converging object naming patterns due to language interactions. A connectionist model revealed that simultaneous word activation in both languages creates lexical links, leading to semantic convergence.

Keywords:
bilingual lexiconcomputational modelingobject namingself-organizing mapsemantic convergence

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Area of Science:

  • Cognitive Science
  • Computational Linguistics
  • Psycholinguistics

Background:

  • Bilingual object naming patterns differ from monolinguals, suggesting cross-linguistic lexical interactions.
  • Bilinguals exhibit convergent naming patterns in their languages, distinct from monolingual norms.

Purpose of the Study:

  • To simulate semantic convergence in the bilingual lexicon using a connectionist model.
  • To investigate the underlying mechanisms of semantic convergence in bilingual object naming.
  • To identify how simulated semantic convergence relates to empirical data.

Main Methods:

  • Developed a self-organizing connectionist model of the bilingual lexicon.
  • Simulated semantic convergence and analyzed lexical knowledge patterns.
  • Created impaired models to assess the importance of network components.

Main Results:

  • Demonstrated that connections between lexicons form through simultaneous activation of related words.
  • Showed that these inter-lexical connections lead to convergence in naming patterns.
  • Validated simulated data against empirical findings from previous research.

Conclusions:

  • Simultaneous activation of words across languages establishes connections, driving lexical convergence.
  • The developed model provides a computational framework for studying bilingual naming.
  • Future research can explore how input variables influence bilingual object naming patterns.