Finding the Cracks: Improving LLMs Reasoning with Paraphrastic Probing and Consistency Verification

Weili Shi, Dongliang Guo, Lehan Yang +3

Large language models have demonstrated impressive performance across a variety of reasoning tasks. However, their problem-solving ability often declines on more complex tasks due…