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arXiv 2103.02523cs.CL
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NeurIPS 2020 NLC2CMD竞赛:将自然语言转换为Bash命令

NeurIPS 2020 NLC2CMD Competition: Translating Natural Language to Bash Commands

IBM Research(IBM研究院);Vanderbilt University(范德堡大学);University of California, Davis(加州大学戴维斯分校);Facebook AI(Facebook人工智能研究院);KU Leuven(鲁汶大学);Salesforce Research(Salesforce研究院)

Mayank Agarwal, Tathagata Chakraborti, Quchen Fu, David Gros, Xi Victoria Lin, Jaron Maene, Kartik Talamadupula, Zhongwei Teng, Jules White

摘要:

在NeurIPS 2020上举办的NLC2CMD竞赛旨在将自然语言处理的强大功能引入命令行。参与者的任务是构建模型,可以将英语命令行任务的描述转换为Bash语法。这是一份关于竞争的报告,其中包含任务、指标、数据、尝试的解决方案和经验教训的详细信息。

英文摘要:

The NLC2CMD Competition hosted at NeurIPS 2020 aimed to bring the power of natural language processing to the command line. Participants were tasked with building models that can transform descriptions of command line tasks in English to their Bash syntax. This is a report on the competition with details of the task, metrics, data, attempted solutions, and lessons learned.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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