# Augmentation

## Papers

### 2023

- (2023-01) **REPLUG: Retrieval-Augmented Black-Box Language Models** [paper](https://arxiv.org/abs/2301.12652)
- (2023-02) **Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback** [paper](https://arxiv.org/abs/2302.12813)
- (2023-02) **Augmented Language Models: a Survey** [paper](https://arxiv.org/abs/2302.07842)
- (2023-03) **Personalisation within bounds: A risk taxonomy and policy framework for the alignment of large language models with personalised feedback** [paper](https://arxiv.org/abs/2303.05453)
- (2023-03) **Reflexion: an autonomous agent with dynamic memory and self-reflection** [paper](https://arxiv.org/abs/2303.11366)
- (2023-04) **Scaling Transformer to 1M tokens and beyond with RMT** [paper](https://arxiv.org/abs/2304.11062)

## Useful Resources
