2 papers
cs.CL2026
A Structured Debate-Mixture-of-Agents Framework for Complex Clinical Diagnostic Decision Support
Chang Xia, Leilei Ouyang, Huimin Wang +2
Large language models (LLMs) show potential for medical tasks, but their single-turn question-answer format does not reflect how clinical diagnosis is performed in practice. As a r…
cs.CL2025
CreAgentive: An Agent Workflow Driven Multi-Category Creative Generation Engine
Yuyang Cheng, Linyue Cai, Changwei Peng +3
We present CreAgentive, an agent workflow driven multi-category creative generation engine that addresses four key limitations of contemporary large language models in writing stor…