NL2Bash: A Corpus and Semantic Parser for Natural Language Interface to the Linux Operating System
2018-02-25LREC 2018Code Available1· sign in to hype
Xi Victoria Lin, Chenglong Wang, Luke Zettlemoyer, Michael D. Ernst
Code Available — Be the first to reproduce this paper.
ReproduceCode
- github.com/TellinaTool/nl2bashOfficialIn papertf★ 0
- github.com/dtrizna/slptf★ 37
- github.com/kitnil/awesomepytorch★ 0
Abstract
We 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.