# AlignedCoT: Prompting Large Language Models via
Native-Speaking Demonstrations

This is the repo of our paper: [AlignedCoT: Prompting Large Language Models via
Native-Speaking Demonstrations](https://arxiv.org/abs/2311.13538).

## Framework
<img src="img/fig1.jpg" alt="Framework" width="100%" height="auto">

## Experimental Results
<img src="img/result_1.jpg" alt="GPT-3.5-Turbo Results" width="100%" height="auto">

<div align=center>
<img src="img/result_2.jpg" alt="GPT-4 Results" width="80%" height="auto"> 
</div>