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A Tool for Test Case Scenarios Generation Using Large Language Models

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arxiv 2406.07021 v1 pith:XWW7IWXM submitted 2024-06-11 cs.SE

classification cs.SE
keywords testrequirementsusercasecodescenariossoftwaredemands
verification ladder T0 review T1 audit T2 compute T3 formal
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Large Language Models (LLMs) are widely used in Software Engineering (SE) for various tasks, including generating code, designing and documenting software, adding code comments, reviewing code, and writing test scripts. However, creating test scripts or automating test cases demands test suite documentation that comprehensively covers functional requirements. Such documentation must enable thorough testing within a constrained scope and timeframe, particularly as requirements and user demands evolve. This article centers on generating user requirements as epics and high-level user stories and crafting test case scenarios based on these stories. It introduces a web-based software tool that employs an LLM-based agent and prompt engineering to automate the generation of test case scenarios against user requirements.

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Cited by 1 Pith paper

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

  1. If You Had to Pitch Your Ideal Software -- Evaluating Large Language Models to Support User Scenario Writing for User Experience Experts and Laypersons

    cs.HC 2025-06 conditional novelty 6.0 of 10

    Laypeople using an LLM writing assistant produced user scenarios rated as high in structure and clarity as those written by UX experts.

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