{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/neurips-2020-nlc2cmd-competition-translating","title":"NeurIPS 2020 NLC2CMD Competition: Translating Natural Language to Bash Commands","arxiv_id":"2103.02523","date":"2021-03-03","proceeding":null,"authors":["Mayank Agarwal","Tathagata Chakraborti","Quchen Fu","David Gros","Xi Victoria Lin","Jaron Maene","Kartik Talamadupula","Zhongwei Teng","Jules White"],"abstract":"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.","url_abs":"https://arxiv.org/abs/2103.02523v2","url_pdf":"https://arxiv.org/pdf/2103.02523v2.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[{"paper_slug":"neurips-2020-nlc2cmd-competition-translating","repo_url":"https://github.com/dspinellis/ai-cli","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"none","reach":{"status":"unanswered"}}],"tasks":[],"methods":[],"datasets_introduced":[{"slug":"nlc2cmd","name":"NLC2CMD","full_name":""}],"methods_introduced":[],"results":[],"syntology":{"atlas_url":"https://app.syntology.ai/?focus=2103.02523","mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}