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- Natural Language Processing with Transformers [Tunstall et al., 2022](https://www.oreilly.com/library/view/natural-language-processing/9781098103231/). - Evaluating large language models trained on code [Chen et al., 2021](https://arxiv.org/abs/2107.03374). - Competition-Level Code Generation with AlphaCode [Li et al., 2022](https://arxiv.org/abs/2203.07814). - InCoder: A Generative Model for Code Infilling and Synthesis [Fried et al., 2022](https://arxiv.org/abs/2204.05999). - A Conversational Paradigm for Program Synthesis [Nijkamp et al. 2022](https://arxiv.org/abs/2203.13474). - A systematic evaluation of large language models of code [Xu et al. 2022](https://arxiv.org/abs/2202.13169). |