This work introduces XL-CoGen, a three-stage multilingual code-generation pipeline that starts from a natural-language specification and a shared test list to generate correct implementations across multiple target languages and repairs the best candidate through diagnosis and minimal patching.
Micheline Bénédicte Moumoula, Serge Lionel Nikiema, Albérick Euraste Djiré et al.· ACM Transactions on Software...· 0 citations
A comprehensive empirical study is conducted that confirms the limitations of MLPrior in trajectory prediction scenarios and demonstrates that TrajectoryTest outperforms all existing test input prioritization techniques, including the state-of-the-art approach MLPrior, multiple confidence-based methods, and the baselin...
Xueqi Dang, Yinghua Li, Wendkûuni C. Ouédraogo et al.· ACM Transactions on Software...· 0 citations
This work surveys real-world TUI applications, turns them into a headless benchmark spanning ratatui/Rust, bubbletea/Go, textual/Python, and ink/TypeScript, and compares four frontier LLMs with random exploration, finding no model dominates.
Chao Peng, Ruida Hu, Ajitha Rajan et al.· 0 citations
We use cookies to run the site and, with your consent, for analytics and to show ads.
See our Cookie Policy.