Papers by Erik Hemberg
LLM-Supported Natural Language to Bash Translation (2025.naacl-long)
Copied to clipboard
| Challenge: | Using the natural language to Bash command (NL2SH) for command composition is difficult due to inaccurate test data and unreliable heuristics for determining the functional equivalence of Bash commands. |
| Approach: | They propose to use a heuristic to determine the functional equivalence of two Bash commands with 95% confidence, a 16% increase over previous heurs. |
| Outcome: | The proposed heuristic can determine the functional equivalence of two Bash commands with 95% confidence, a 16% increase over previous heurs. |