Predicting Code Coverage without Execution

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Evaluating large language models trained on code

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Romal Thoppilan, Daniel De Freitas, Jamie Hall, Noam Shazeer, Apoorv Kulshreshtha, Heng-Tze Cheng, Alicia Jin, Taylor Bos, Leslie Baker, Yu Du, et al. 2022 · 2022

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Code execution with pre-trained language models

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Chenxiao Liu, Shuai Lu, Weizhu Chen, Daxin Jiang, Alexey Svyatkovskiy, Shengyu Fu, Neel Sundaresan, and Nan Duan. 2023 · 2023

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Coverage-eval

Microsoft. 2023 · 2023

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Gpt-4 technical report

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OpenAI. 2023 · 2023

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