一作ACL 2026Findings· Findings of ACL
ARC : Active and Reflection-driven Context Management for Long-Horizon Information Seeking Agents
Yilun Yao · Shan Huang · Elsie Dai · Zhewen Tan · Zhenyu Duan · Shousheng Jia · Yanbing Jiang · Tong Yang
摘要
Large language models are increasingly deployed as research agents for deep search and long-horizon information seeking, yet their performance often degrades as interaction histories grow. This degradation, known as context rot, reflects a failure to maintain coherent and task-relevant internal s...