随机代码生成（英文版）

英文标题：Stochastic Code Generation中文摘要：本文研究了使用潜在随机过程来生成一致性代码以提高连贯性的技术，并在基于预训练的 GPT-2 的 CodeParrot 模型和 APPS 数据集的基础上使用了改进的时间控制模型进行了评估。英文摘要：Large language models pre-trained for code generation can generatehigh-quality short code but often struggle with generating coherent long codeand understanding higher-level or system-level specifications. This issue isalso observed in language modeling for long text generation, and one proposedsolution is the use of a latent stochastic process. This approach invo