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cs.SE2026
LLM-Assisted Repository-Level Generation with Structured Spec-Driven Engineering
Shuzhao Feng, Boqi Chen, Brett H Meyer +1
State-of-the-art Large Language Models (LLMs) excel in code generation at the function level. However, the output quality significantly declines when scaling to repository-level sy…
cs.SE2025
LLM-based Satisfiability Checking of String Requirements by Consistent Data and Checker Generation
Boqi Chen, Aren A. Babikian, Shuzhao Feng +2
Requirements over strings, commonly represented using natural language (NL), are particularly relevant for software systems due to their heavy reliance on string data manipulation.…