Simulating Spanish-English Code-Switching: El Modelo Está Generating Code-Switches

Chara Tsoukala, Stefan Frank, A. van den Bosch, Jorge Valdéz Kroff, Mirjam Broersma

Research output: Chapter in book/volumeContribution to conference proceedingsScientificpeer-review

Abstract

Multilingual speakers are able to switch from one language to the other (“code-switch”) between or within sentences. Because the underlying cognitive mechanisms are not well understood, in this study we use computational cognitive modeling to shed light on the process of code-switching. We employed the Bilingual Dual-path model, a Recurrent Neural Network of bilingual sentence production (Tsoukala et al., 2017), and simulated sentence production in simultaneous Spanish-English bilinguals. Our first goal was to investigate whether the model would code-switch without being exposed to code-switched training input. The model indeed produced code-switches even without any exposure to such input and the patterns of code-switches are in line with earlier linguistic work (Poplack,1980). The second goal of this study was to investigate an auxiliary phrase asymmetry that exists in Spanish-English code-switched production. Using this cognitive model, we examined a possible cause for this asymmetry. To our knowledge, this is the first computational cognitive model that aims to simulate code-switched sentence production.
Original languageEnglish
Title of host publicationProceedings of the Workshop on Cognitive Modeling and Computational Linguistics
Place of PublicationMinneapolis, Minnesota
PublisherAssociation for Computational Linguistics (ACL)
Pages20-29
Publication statusPublished - 07 Jun 2019

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    Tsoukala, C., Frank, S., van den Bosch, A., Valdéz Kroff, J., & Broersma, M. (2019). Simulating Spanish-English Code-Switching: El Modelo Está Generating Code-Switches. In Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics (pp. 20-29). Association for Computational Linguistics (ACL). https://www.aclweb.org/anthology/W19-2903