Edwar Tiu

Toward Reliable LLM Code Generation: Adaptive Routing Framework for Ambiguous Requirements

Natural-language requirements for program synthesis are often incomplete or ambiguous, yet large language models are commonly expected to generate code in a single pass. Prior clarification-based methods address this issue by asking follow-up questions when sampled candidate programs disagree, but fixed clarify-on-disa...