作者位次 #10/10ACL 2026Findings· Findings of ACL
G raph D x: A Cost-Aware Knowledge-Enhanced Multi-Agent Framework for Sequential Diagnosis
Shaoting Tan · Ning Liu · yuntao du · Shuyue Wei · Wu Shuai · Qian Li · Yanyu Xu · Wei Zhang · Lizhen Cui · Haitao Yuan
摘要
Sequential diagnosis requires balancing diagnostic accuracy against resource costs through iterative information gathering. Existing Large Language Model (LLM) approaches exhibit a critical knowledge-reasoning gap: despite encoding extensive medical knowledge, they struggle to reason systematical...