Let Training Guide Selection: Online Synthetic Data Filtering via Real-Anchored Utility

Yanran Wu, Sana Lakdawala, Renzo Tassara Miller +6

Synthetic data can scale training supervision when real-world data are limited, but noise and distribution mismatch can reduce its value. Existing synthetic data selection methods…