TitleNL2Bash: A corpus and semantic parser for natural language interface to the Linux operating system
Publication TypeConference Paper
Year of Publication2018
AuthorsLin XVictoria, Wang C, Zettlemoyer L, Ernst MD
Conference NameLREC: Language Resources and Evaluation Conference
Date or Month PublishedMay
Conference LocationMiyazaki, Japan
AbstractWe present new data and semantic parsing methods for the problem of mapping English sentences to Bash commands (NL2Bash). Our long-term goal is to enable any user to perform operations such as file manipulation, search, and application-specific scripting by simply stating their goals in English. We take a first step in this domain, by providing a new dataset of challenging but commonly used Bash commands and expert-written English descriptions, along with baseline methods to establish performance levels on this task.
Downloadshttps://github.com/TellinaTool/nl2bash dataset
Citation KeyLinWZE2018