[ACL 2023] Reasoning with Language Model Prompting: A Survey

We introduce new zero-shot prompting magic words that improves the reasoning ability of language models: panel discussion!

Distillation Contrastive Decoding: Improving LLMs Reasoning with Contrastive Decoding and Distillation

MathPrompter Implementation: This repository hosts an implementation based on the 'MathPrompter: Mathematical Reasoning Using Large Language Models' paper by Microsoft Research. The code replicates the methods discussed in the paper.

GSM8K-Consistency is a benchmark database for analyzing the consistency of Arithmetic Reasoning on GSM8K.