Mathematical modeling reveals bilingual speaker persistence across demographic conditions, highlighting how stable bilingual groups drive endangered language revival.
Historically, languages struggle to maintain their existence by retaining their speakers. With the recent attention and extensive literature on the topic, bilingualism is widely discussed as a means to preserve minority languages. Although the literature recognizes bilinguals as a group and some language models explicitly incorporate them, they are still often portrayed primarily as a transitional stage in language acquisition. Our work advances this literature by treating bilinguals as a distinct speaker class within a threestate modeling framework, defined by their own identity and social status.We analyze the stability and long-term persistence of this group under different social and demographic conditions. We further illustrate the model using Manx language data, showing how a bilingual minority community contributed to the revival of a language once considered extinct.
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Kariyapperuma et al. (2026) studied this question.
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