NL2Bash: A Corpus and Semantic Parser for Natural Language Interface to the Linux Operating System

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Authors Xi Victoria Lin, Michael D. Ernst, Chenglong Wang, Luke Zettlemoyer
Journal/Conference Name LREC 2018 5
Paper Category
Paper 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.
Date of publication 2018
Code Programming Language Multiple
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