NeurIPS 2020 NLC2CMD Competition: Translating Natural Language to Bash Commands

Autor: Agarwal, Mayank, Chakraborti, Tathagata, Fu, Quchen, Gros, David, Lin, Xi Victoria, Maene, Jaron, Talamadupula, Kartik, Teng, Zhongwei, White, Jules
Rok vydání: 2021
Předmět:
Druh dokumentu: Working Paper
Popis: 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.
Comment: Appears in PMLR Volume 133: NeurIPS 2020 Competition and Demonstration Track. Competition URL: http://ibm.biz/nlc2cmd
Databáze: arXiv