GlossAssist presents an interactive glossing tool built on CWoMP that incorporates annotator corrections as active learning to expand a mutable morpheme lexicon and improve predictions.
org/abs/2403.06399
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This survey paper identifies opportunities for LLMs in low-resource language humanities research along with challenges in data accessibility, model adaptability, and cultural sensitivity.
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GlossAssist -- A Tool to Simplify Corpus Creation and Study the Effect of NLP Models in Low-Resource Documentation Settings
GlossAssist presents an interactive glossing tool built on CWoMP that incorporates annotator corrections as active learning to expand a mutable morpheme lexicon and improve predictions.
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Opportunities and Challenges of Large Language Models for Low-Resource Languages in Humanities Research
This survey paper identifies opportunities for LLMs in low-resource language humanities research along with challenges in data accessibility, model adaptability, and cultural sensitivity.