Cy Xie

FormulaSPIN: Self-Play Fine-Tuning for Natural Language to Spreadsheet Formula Generation

This paper introduces FORMULASPIN, a self-play framework that breaks the ceiling of supervised fine-tuning by enabling iterative self-improvement without any additional data, and underscores self-play's potential to tackle scarce data tasks and open the door to extending it beyond executable domains.