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 | Artificial Intelligence |
| 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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