Evaluating synthetic with real: a systematic comparison of seven LLMs for Turkish emotion classification
This study evaluates seven LLMs as synthetic data sources for Turkish emotion classification and indicates that classification performance did not track corpus diversity: no diversity metric was significantly associated with TREMO macro-F1 across the seven generators, indicating that no reliable relationship was detect...