StructSynth: Dependency Graphs as Generation Plans for Low-Data Tabular Synthesis with Language Models

Siyi Liu, Yujia Zheng, Haoyang Li +1

Tabular data derives its value from inter-feature dependencies, yet preserving them during synthesis is fragile when samples are scarce. Existing approaches either learn dependenci…