作者位次 #7/10ACL 2026Findings· Findings of ACL
Self-Reinforcing Controllable Synthesis of Rare Relational Data via B ayesian Calibration
Chongsheng Zhang · D institute China-Beijing) · Zelong Yu · Esteban Garces Arias · Julian Rodemann · Zhanshuo Zhang · Qilong Li · Gaojuan Fan · Krikamol Muandet · Christian Heumann
摘要
Imbalanced data are commonly present in real-world applications. While data synthesis can effectively mitigate data scarcity for rare classes, and LLMs have revolutionized text generation, the application of LLMs to the synthesis of relational/structured tabular data remains underexplored. Moreov...