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Fix typo, add link to paper #3

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Fix typo, add link to paper #3

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4 changes: 2 additions & 2 deletions README.md
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# LLM-Augmenter

This repository will provide soon an implementation of LM-Augmenter, which is described in this paper:
This repository will provide soon an implementation of LLM-Augmenter, which is described in this paper:

**Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback**\
[Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback](https://arxiv.org/abs/2302.12813)\
*Baolin Peng, Michel Galley, Pengcheng He, Hao Cheng, Yujia Xie, Yu Hu, Qiuyuan Huang, Lars Liden, Zhou Yu, Weizhu Chen, Jianfeng Gao*

#### Motivating example:
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