Unsupervised part-of-speech induction for language description: Modeling documentation materials in Kolyma Yukaghir ...

• Main Authors: Association for Computational Linguistics 2023, Roll, Nathan, Todd, Simon, Ventayol-Boada, Albert
• Format: Article in Journal/Newspaper
• Language: unknown
• Published: Underline Science Inc. 2023
• Subjects: Natural Language Processing; Language Models; Machine Learning; Kolyma; Kolyma Yukaghir; Yukaghir
• Online Access: https://dx.doi.org/10.48448/awrh-mn93; https://underline.io/lecture/72066-unsupervised-part-of-speech-induction-for-language-description-modeling-documentation-materials-in-kolyma-yukaghir

This study investigates the clustering of words into Part-of-Speech (POS) classes in Kolyma Yukaghir. In grammatical descriptions, lexical items are assigned to POS classes based on their morphological paradigms. Discursively, however, these classes share a fair amount of morphology. In this study,...