Ardak G. Batyrkhanov

Fine-tuning multilingual sentence transformers for low-resource skill-concept matching across Kazakh, Russian, and English

Introduction Matching short, specialized skill expressions across English, Russian, and Kazakh is challenging because general-domain multilingual encoders underperform on terse, code-mixed, domain-specific phrases, particularly in the low-resource Kazakh setting. Methods We fine-tuned a multilingual Sentence Transforme...