Pith. sign in

REVIEW 1 cited by

NeurIPS 2020 NLC2CMD Competition: Translating Natural Language to Bash Commands

Not yet reviewed by Pith; the record is open.

Re-run · record.json Download PDF Read on arXiv ↗

This paper has not been read by Pith yet. Machine review is queued; the pith claim, tier, and objections will appear here once it completes.

SPECIMEN: schema-true, not a live event

T0 review · schema-true

One-sentence machine reading of the paper's core claim.

pith:XXXXXXXX · record.json · timestamp

arxiv 2103.02523 v2 pith:SCFWKMGA submitted 2021-03-03 cs.CL

Mayank Agarwal , Tathagata Chakraborti , Quchen Fu , David Gros , Xi Victoria Lin , Jaron Maene , Kartik Talamadupula , Zhongwei Teng
show 1 more author
Jules White
This is my paper · ORCID
classification cs.CL
keywords competitionbashcommandlanguagelinenaturalneuripsnlc2cmd
verification ladder T0 review T1 audit T2 compute T3 formal

Signed reviews

No signed human review yet.

0 comments
read the original 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.

Discussion (0). Continue with ORCID to comment.

Forward citations

Cited by 1 Pith paper

Reviewed papers in the Pith corpus that reference this work. Sorted by Pith novelty score. Full citation record

  1. QuoteBench: How Matched Scores Can Hide Command-Path Failures

    cs.AI 2026-08 accept novelty 8.0 of 10

    Matched execution scores can hide the difference between command-generation errors and transport damage, as QuoteBench's fixed-reply replay across eight model configurations demonstrates.

Pith tools