Marek Šuppa

Large multilingual models outperform Slovak-specific embeddings, but new compact models offer a local deployment solution without sacrificing performance.

LLMs can extract better keyphrases in morphologically rich languages like Slovak because they are less sensitive to surface-form variations that stymie traditional methods.