一致预测何时可能是正确预测？

Jul, 2024

When is the consistent prediction likely to be a correct prediction?

Alex Nguyen, Dheeraj Mekala, Chengyu Dong, Jingbo Shang

TL;DR通过更长的推理文本，使得大型语言模型能够生成连续思路样式的推理，从而提高了自我一致性性能。

Abstract

self-consistency (Wang et al., 2023) suggests that the most consistent answer obtained through large language models (LLMs) is more likely to be correct. In this paper, we challenge this argument and propose a nu