2 papers
cs.CL2025
TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review
Yuan Chang, Ziyue Li, Hengyuan Zhang +6
While Large Language Models (LLMs) have shown significant potential in assisting peer review, current methods often struggle to generate thorough and insightful reviews while maint…
cs.CL2025
HiPlan: Hierarchical Planning for LLM-Based Agents with Adaptive Global-Local Guidance
Ziyue Li, Yuan Chang, Gaihong Yu +1
Large language model (LLM)-based agents have demonstrated remarkable capabilities in decision-making tasks, but struggle significantly with complex, long-horizon planning scenarios…