Fern is checking IDs to get into an R-rated movie… How many kids got into the movie?A: Reasoning process:1. We know that 20% of the 120 kids from…2. We also know that 70% of the 90 kids…...6. Now that we know … 260 kids - 112 kids = <<260-112=148>>148 kids.Final answer: 148.Sample N-shotInferenceAssistant: Sure!Reasoning process:   Iter-CoT1. We know that 20% of the 120 kids from…2. We also know that 70% of the 90 kids from......6. Now that we know …… 260 kids - 112 kids= <<260-112=148>>148 kids.Final answer: 148.User: Q: During the outbreak… three times more to cover the in-creased demand… during  March of 2020 …Assistant: Let’s think step by step. Zero-shot-CoTThecompany'stotaltoiletpaperproductionduringMarchof2020afterincreasingitsproductionwouldbe7000x3=21000toiletpaperperday.So,theansweris21000.Wrong CoTQ1: During the outbreak of the ...A: Reasoning process:  Step 1: Calculate the…Qn: ...A: Reasoning process:  ...Q: Eliza’s rate per hour for the first 40 hours…A: Reasoning
Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models