NeurIPS 2020 NLC2CMD Competition: Translating Natural Language to Bash Commands

Mayank Agarwal, Tathagata Chakraborti, Quchen Fu, David Gros, Xi Victoria Lin, Jaron Maene, Kartik Talamadupula, Zhongwei Teng, Jules White
Proceedings of the NeurIPS 2020 Competition and Demonstration Track, PMLR 133:302-324, 2021.

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.

Cite this Paper

BibTeX
@InProceedings{pmlr-v133-agarwal21b, title = {NeurIPS 2020 NLC2CMD Competition: Translating Natural Language to Bash Commands}, author = {Agarwal, Mayank and Chakraborti, Tathagata and Fu, Quchen and Gros, David and Lin, Xi Victoria and Maene, Jaron and Talamadupula, Kartik and Teng, Zhongwei and White, Jules}, booktitle = {Proceedings of the NeurIPS 2020 Competition and Demonstration Track}, pages = {302--324}, year = {2021}, editor = {Escalante, Hugo Jair and Hofmann, Katja}, volume = {133}, series = {Proceedings of Machine Learning Research}, month = {06--12 Dec}, publisher = {PMLR}, pdf = {http://proceedings.mlr.press/v133/agarwal21b/agarwal21b.pdf}, url = {https://proceedings.mlr.press/v133/agarwal21b.html}, 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.} }
Endnote
%0 Conference Paper %T NeurIPS 2020 NLC2CMD Competition: Translating Natural Language to Bash Commands %A Mayank Agarwal %A Tathagata Chakraborti %A Quchen Fu %A David Gros %A Xi Victoria Lin %A Jaron Maene %A Kartik Talamadupula %A Zhongwei Teng %A Jules White %B Proceedings of the NeurIPS 2020 Competition and Demonstration Track %C Proceedings of Machine Learning Research %D 2021 %E Hugo Jair Escalante %E Katja Hofmann %F pmlr-v133-agarwal21b %I PMLR %P 302--324 %U https://proceedings.mlr.press/v133/agarwal21b.html %V 133 %X 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.
APA
Agarwal, M., Chakraborti, T., Fu, Q., Gros, D., Lin, X.V., Maene, J., Talamadupula, K., Teng, Z. & White, J.. (2021). NeurIPS 2020 NLC2CMD Competition: Translating Natural Language to Bash Commands. Proceedings of the NeurIPS 2020 Competition and Demonstration Track, in Proceedings of Machine Learning Research 133:302-324 Available from https://proceedings.mlr.press/v133/agarwal21b.html.

Related Material