Self-Consistency from Only Two Samples: CoT-PoT Ensembling for Efficient LLM Reasoning

Raman Saparkhan, Majd Hawasly, Md Rizwan Parvez +1

Self-consistency (SC) is a popular technique for improving the reasoning accuracy of large language models by aggregating multiple sampled outputs, but it comes at a high computati…