From Brute Force to Semantic Insight: Performance-Guided Data Transformation Design with LLMs

Usha Shrestha, Dmitry Ignatov, Radu Timofte

Large language models (LLMs) have achieved notable performance in code synthesis; however, data-aware augmentation remains a limiting factor, handled via heuristic design or brute-…