Jul, 2024
融合精华,消除杂质:细粒度自洽性用于自由形式语言生成
Integrate the Essence and Eliminate the Dross: Fine-Grained
Self-Consistency for Free-Form Language Generation
TL;DRFine-Grained Self-Consistency (FSC) improves the performance of LLMs in open-ended and reasoning tasks by extracting and integrating segment-level commonalities from candidate samples, demonstrating significant improvements over baseline methods.