Doc2AHP: Inferring Structured Multi-Criteria Decision Models via Semantic Trees with LLMs

Hongjia Wu, Shuai Zhou, Hongxin Zhang +1

While Large Language Models (LLMs) demonstrate remarkable proficiency in semantic understanding, they often struggle to ensure structural consistency and reasoning reliability in c…