Author

Mingyu Chen

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#artificial intelligence Preprint Oct 2026

Don't Guess, Just Ask: Evaluating Interactive Requirement Clarification for Repository-Level Software Development

As LLMs become increasingly capable of implementing software, a critical bottleneck emerges: whether they truly understand what users want. Users often begin with vague intent, leaving important requirements to be clarified through interaction. In repository-level development, misunderstandings can propagate and cause...

Ming-Yu Chen, Zhiqing Zhong, Man-Yi Wang et al. · 0 citations

Jul 2026

TraceDev: A Traceability-Driven Multi-agent Framework for Requirement-to-Code Development

This work proposes TraceDev, a multi-agent framework for automated software development grounded in use cases that contain multiple functional points and complex semantics, and demonstrates the effectiveness of TraceDev in repository-level code generation from requirements.

Mingyu Chen, Ya-Kun Zhang, Zihao Xie et al. · arXiv.org · 0 citations