一作ACL 2026Poster· Natural Language Processing
Programming over Thinking: Efficient and Robust Multi-Constraint Planning
Derrick Goh Xin Deik · Quanyu Long · Zhengyuan Liu · Nancy F. Chen · Wenya Wang
摘要
Multi-constraint planning involves identifying, evaluating, and refining candidate plans while satisfying multiple, potentially conflicting constraints. Existing large language model (LLM) approaches face fundamental limitations in this domain. Pure reasoning paradigms, which rely on long natural...