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Tegawendé F. Bissyandé

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#software testing Open access Aug 2026

Multi-Agent Strategies for Bridging Programming Language Gaps in Code Generation

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. · 0 citations
Aug 2026

TrajectoryTest: A Trajectory-Specific Test Input Prioritization Technique and Empirical Evaluation

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. · 0 citations
Review Aug 2026

Can LLMs Test Terminal User Interfaces?

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

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