一作ACL 2026Poster· Natural Language Processing
Uncertainty-Aware Test-Time Search for Optimization Problem Solving
Linlin Yu · Xujiang Zhao · Dong Li · Yanchi Liu · Wei Cheng · Zhengzhang Chen · Chen Zhao · Feng Chen · Haifeng Chen
摘要
Automatically solving optimization problems from natural language descriptions with both efficiency and reliability is highly desirable but remains challenging. Language model hallucinations and the limited availability of labeled datasets often result in misaligned formulations, code errors, and...