作者位次 #3/8ACL 2026Poster· Natural Language Processing
OCR -Memory: Optical Context Retrieval for Long-Horizon Agent Memory
Jinze Li · Yang Zhang · Xin Yang · Jiayi QU · Jinfeng Xu · Shuo Yang · Junhua Ding · Edith Cheuk-Han Ngai
摘要
Autonomous LLM agents increasingly operate in long-horizon, interactive settings where success depends on reusing experience accumulated over extended histories. However, existing agent memory systems are fundamentally constrained by text-context budgets: storing or revisiting raw trajectories is...