ReXCL: Automated Requirements Extraction and Classification Tool
The ReXCL tool enhances efficiency in the software development lifecycle by automating the extraction and classification processes within requirements engineering. It consists of two modules: the Extraction module utilizes heuristics and predictive modeling to convert raw requirement documents into a set schema, while the Classification module employs adaptive fine-tuning of encoder-based models to assign class labels. Users can export the output to various external tools. Performance assessments indicate notable improvements in both efficiency and accuracy when handling semi-structured requirement documents.
Key facts
- ReXCL automates extraction and classification in requirements engineering.
- Extraction module uses heuristics and predictive modeling.
- Classification module uses adaptive fine-tuning of encoder-based models.
- Output can be exported to external requirements engineering tools.
- Performance evaluations show improved efficiency and accuracy.
- ReXCL handles semi-structured requirement documents.
- The tool enhances the software development life-cycle.
- ReXCL marks a novel approach to automating schematization.
Entities
—