title: Bilingual Object Naming: A Connectionist Model.
abstract: Patterns of object naming often differ between languages, but bilingual speakers develop convergent naming patterns in their two languages that are distinct from those of monolingual speakers of each language. This convergence appears to reflect interactions between lexical representations for the two languages. In this study, we developed a self-organizing connectionist model to simulate semantic convergence in the bilingual lexicon and investigate the mechanisms underlying this semantic convergence. We examined the similarity of patterns in the simulated data to empirical data from past research, and we identified how semantic convergence was manifested in the simulated bilingual lexical knowledge. Furthermore, we created impaired models in which components of the network were removed so as to examine the importance of the relevant components on bilingual object naming. Our results demonstrate that connections between two languages' lexicons can be established through the simultaneous activations of related words in the two languages. These connections between languages allow the outputs of their lexicons to become more similar, that is, to converge. Our model provides a basis for future computational studies of how various input variables may affect bilingual naming patterns.
authors.affiliation: Department of Psychology and Center for Brain, Behavior, and Cognition, The Pennsylvania State University University Park, PA, USA.
authors.forename: Shin-Yi
authors.initials: SY
authors.lastname: Fang
authors.affiliation: Department of Psychology and Center for Brain, Behavior, and Cognition, The Pennsylvania State UniversityUniversity Park, PA, USA; Department of Brain and Cognitive Sciences, University of RochesterRochester, NY, USA.
authors.forename: Benjamin D
authors.initials: BD
authors.lastname: Zinszer
authors.affiliation: Department of Psychology, Lehigh University Bethlehem, PA, USA.
authors.forename: Barbara C
authors.initials: BC
authors.lastname: Malt
authors.affiliation: Department of Psychology and Center for Brain, Behavior, and Cognition, The Pennsylvania State University University Park, PA, USA.
authors.forename: Ping
authors.initials: P
authors.lastname: Li
keywords: bilingual lexicon; computational modeling; object naming; self-organizing map; semantic convergence