作者位次 #3/6ACL 2026Poster· Natural Language Processing
COMPASS : Enhancing Agent Long-Horizon Reasoning with Evolving Context
Guangya Wan · Mingyang Ling · Xiaoqi Ren · Rujun Han · Sheng Li · Zizhao Zhang
摘要
Long-horizon tasks that require sustained reasoning and multiple tool interactions remain challenging for LLM agents: small errors compound across steps, and even state-of-the-art models often hallucinate or lose coherence. We identify context management as the central bottleneck—extended histori...