Evaluating the potential of language-family-specific generative models for low resource data augmentation: a Faroese case study

Keyphrases

• Arithmetic Average 16%
• Data Augmentation 100%
• English Translation 16%
• Faroese 100%
• Few Resources 16%
• Few-shot Setting 16%
• Generative Language Models 16%
• Generative Models 100%
• GPT-3.5 16%
• GPT-4 16%
• Language Comprehension 16%
• Language Families 100%
• Low-resource 16%
• Low-resource Dataset 100%
• Model Performance 16%
• Nordic Languages 16%
• OpenAI 16%
• Related Languages 16%
• SBERT 16%
• Semantic Similarity 16%
• Semantic Textual Similarity 16%
• Similarity Data 16%
• Similarity Score 16%
• Small Dataset 16%
• Zero-shot 16%

Computer Science

• Case Study 100%
• Data Augmentation 100%
• English Translation 33%
• Generative Model 100%
• Generative Pre-Trained Transformer 4 33%
• Language Family 100%
• Language Modeling 33%
• Language Understanding 33%
• Performance Model 33%
• Related Language 33%
• Similarity Score 33%
• Textual Semantic Similarity 33%

Psychology

• Case Study 100%