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Linux Command Generation from Text by anushagupta758 is a document available to read on EtoBox.
This thesis addresses the automatic generation of Linux commands from natural language descriptions, treating it as a machine translation task. It introduces a parallel corpus of 4,561 unique commands with 11,177 natural language descriptions, and evaluates classification models using Support Vector Machines and sequence-to-sequence neural networks. The findings highlight the potential for future research in natural language processing and code generation, while also noting challenges in achieving high accu
- Author
- anushagupta758
- Language
- EN