The paper introduces a 412-phrase Comanche dataset and reports 100% few-shot language identification accuracy, but the evaluation likely shares data between the few-shot examples and the test set.
A Digital Corpus of St. Lawrence Island Yupik
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abstract
St. Lawrence Island Yupik (ISO 639-3: ess) is an endangered polysynthetic language in the Inuit-Yupik language family indigenous to Alaska and Chukotka. This work presents a step-by-step pipeline for the digitization of written texts, and the first publicly available digital corpus for St. Lawrence Island Yupik, created using that pipeline. This corpus has great potential for future linguistic inquiry and research in NLP. It was also developed for use in Yupik language education and revitalization, with a primary goal of enabling easy access to Yupik texts by educators and by members of the Yupik community. A secondary goal is to support development of language technology such as spell-checkers, text-completion systems, interactive e-books, and language learning apps for use by the Yupik community.
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Advancing Uto-Aztecan Language Technologies: A Case Study on the Endangered Comanche Language
The paper introduces a 412-phrase Comanche dataset and reports 100% few-shot language identification accuracy, but the evaluation likely shares data between the few-shot examples and the test set.