SubmissionNumber#=%=#29 FinalPaperTitle#=%=#Developing A Hawaiian Corpus Toolkit for Data-Driven Language Learning ShortPaperTitle#=%=# NumberOfPages#=%=#10 CopyrightSigned#=%=#Winston Wu JobTitle#==# Organization#==# Abstract#==#This paper presents the development of an online multimodal corpus toolkit designed for data-driven language learning in Hawaiian. The toolkit supports corpus linguistics analyses including concordance/KWIC (Key Word In Context) searches, frequency analysis, collocation analyses, and complex queries with n-grams and regex pattern matching. Specifically designed for educators, students, and parents within the Hawaiian community, this easy-to-use tool facilitates a data-driven language learning process by enabling users to explore authentic language data, identify patterns, and develop deeper understanding of Hawaiian language structures through computational methods. By integrating corpus-based approaches into language education, this toolkit contributes significantly to preserving and promoting Hawaiian language learning and supports the broader community's efforts in language revitalization. Author{1}{Firstname}#=%=#Joseph Author{1}{Lastname}#=%=#Winkie Author{1}{Username}#=%=#jwinkie Author{1}{Orcid}#=%=# Author{1}{Email}#=%=#jwinkie@hawaii.edu Author{1}{Affiliation}#=%=#University of Hawaii at Hilo Author{2}{Firstname}#=%=#Michol Malia Author{2}{Lastname}#=%=#Miller Author{2}{Username}#=%=#mmmiller Author{2}{Orcid}#=%=# Author{2}{Email}#=%=#michol@hawaii.edu Author{2}{Affiliation}#=%=#University of Hawaiʻi at Mānoa Author{3}{Firstname}#=%=#Winston Author{3}{Lastname}#=%=#Wu Author{3}{Username}#=%=#wswu Author{3}{Orcid}#=%=#https://orcid.org/0000-0002-5888-4836 Author{3}{Email}#=%=#wswu@hawaii.edu Author{3}{Affiliation}#=%=#University of Hawaii at Hilo ========== èéáğö