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    •   MINDS@UW Home
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    • College of Letters and Science, University of Wisconsin–Madison
    • College of Letters & Science Honors Program Senior Honors Theses
    • Natural Sciences
    • Computer Sciences
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    Storypair: Supporting Co-Reading in Bilingual Immigrant Families through Generative Language

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    Honors Thesis (2.738Mb)
    Date
    2025
    Author
    Wang, Justina
    Advisor(s)
    Mutlu, Bilge
    Metadata
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    Abstract
    Reading is an essential yet challenging skill in child education, particularly for immigrant families navigating bilingual environments. This study explores how generative language models (LLMs) can enhance parent-child co-reading within these families. Informed by a formative study with ten immigrant families, I present the design, prototyping, and evaluation of StoryPAIR (Parent AI Integrated Reading), an interactive reading interface designed to complement physical books, for bilingual and immigrant families. StoryPAIR leverages language support widgets, LLM-powered question generation and answering, and learning session reviews to augment the co-reading experience. An initial user study with eight parent-child pairs from immigrant families indicates that StoryPAIR successfully engages both parents and children and enhances interaction flow.
    Permanent Link
    http://digital.library.wisc.edu/1793/95274
    Type
    Thesis
    Description
    Senior Honors Thesis, Department of Computer Sciences, University of Wisconsin-Madison
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    • Computer Sciences

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