Li Xin-Ye

Random Selection Reveals Implicit Knowledge Consensus in Code Generation

Training large language models for code generation requires selecting high-quality data from solution pools where each problem admits multiple correct implementations. Conventional studies on data selection hold that sophisticated strategies that employ various optimization objectives, such as diver…