Teaching-Inspired Integrated Prompting Framework: A Novel Approach for Enhancing Reasoning in Large Language Models

Benchmark Model Rank Results
arithmetic-reasoning-on-gsm8kGPT-4 (Teaching-Inspired)#6Accuracy: 94.8
math-word-problem-solving-on-math23kGPT-4 (Teaching-Inspired)#1Accuracy (5-fold): 94.3
math-word-problem-solving-on-svampGPT-4 (Teaching-Inspired)#1Execution Accuracy: 93.9