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Towards Property-Based Tests in Natural Language
February 08, 2022 Β· Declared Dead Β· π 2022 IEEE/ACM 44th International Conference on Software Engineering: New Ideas and Emerging Results (ICSE-NIER)
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Authors
Colin S. Gordon
arXiv ID
2202.03616
Category
cs.SE: Software Engineering
Cross-listed
cs.CL
Citations
2
Venue
2022 IEEE/ACM 44th International Conference on Software Engineering: New Ideas and Emerging Results (ICSE-NIER)
Last Checked
4 months ago
Abstract
We consider a new approach to generate tests from natural language. Rather than relying on machine learning or templated extraction from structured comments, we propose to apply classic ideas from linguistics to translate natural-language sentences into executable tests. This paper explores the application of combinatory categorial grammars (CCGs) to generating property-based tests. Our prototype is able to generate tests from English descriptions for each example in a textbook chapter on property-based testing.
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