notesum.ai

Published at December 6

Steps are all you need: Rethinking STEM Education with Prompt Engineering

cs.CL

Released Date: December 6, 2024

Authors: Krishnasai Addala¹, Kabir Dev Paul Baghel¹, Chhavi Kirtani¹, Avinash Anand¹, Rajiv Ratn Shah¹

Aff.: ¹IIIT Delhi

Arxiv: http://arxiv.org/pdf/2412.05023v1

Refer to caption

Model	Baseline Accuracy (%)
Mistral-7B	31.5
Mixtral-8x7B	42
Model	K-Shot CoT Accuracy (%)
Mistral-7B	53
Mixtral-8x7B	64.5
Model	Analogical CoT Accuracy (%)
Mistral-7B	32
Mixtral-8x7B	66.2