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Polynesian Studies Commons

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Full-Text Articles in Polynesian Studies

Automatic Glossing In Under-Resourced Languages: Case Studies In Bribri And Cook Islands Māori, Carter D. Anderson Jun 2026

Automatic Glossing In Under-Resourced Languages: Case Studies In Bribri And Cook Islands Māori, Carter D. Anderson

Linguistics Undergraduate Senior Theses

Interlinear glossing is a major task in Indigenous language documentation. In this paper, I explore how effectively two Large Language Models, ByT5 and Gemini 2.5 Flash, can produce interlinear glossed text. I also examine how prompting an LLM with different types of information (dictionary entries, other training samples, and translations) can augment model performance. I apply these models to two under-resourced Indigenous languages: Bribri, which is morphologically complex from Costa Rica, and Cook Islands Māori, which has a simpler morphology and is from the Cook Islands in the Pacific Ocean. ByT5 exhibits much better performance when glossing Cook Islands Māori …


A Fijian Barkcloth In The May Weber Ethnographic Study Collection, Delaney M. Bahns Feb 2026

A Fijian Barkcloth In The May Weber Ethnographic Study Collection, Delaney M. Bahns

Department of Anthropology

This report examines an object in the May Weber Ethnographic Study Collection, a barkcloth attributed to the Fiji Islands. The report discusses the attribution, as well as the distinction of the object as Fijian masi kesa. The report discusses the techniques used to make bark cloth, as well as past studies of bark cloth in the Pacific Islands. It also examines the gendered context of masi, as well as the issue of cultural intellectual property in recent uses of masi motifs for commercial purposes.