Memory ¹⁶

2026

论文阅读 · MemoryBank: Enhancing Large Language Models With Long-Term Memory 07-20

论文 · LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory 07-20

论文 · Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions 07-20

论文阅读 · Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks 07-16

论文 · Large Language Models Empowered Personalized Web Agents 07-13

论文 · Beyond_Static_GUI_Agent_Evolving_LLM-Based_GUI_Testing_via_Dynamic_Memory 07-13

论文 · Agent-SAMA State-Aware Mobile Assistant 07-13

论文 · Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Understanding 07-08

论文 · MemoRAG：Boosting Long Context Processing With Global Memory-Enhanced Retrieval Augmentation 07-06

论文 · Memory综述 07-03

论文 · Just-in-Time Reinforcement Learning: Continual Learning in LLM Agents Without Gradient Updates 07-02

论文 · When to Forget: A Memory Governance Primitive 07-01

论文 · Memory Gym: Towards Endless Tasks to Benchmark Memory Capabilities of Agents 07-01

论文 · MemGPT: Towards LLMs as Operating Systems 07-01

论文 · Hopfield-Fenchel-Young Networks: A Unified Framework for Associative Memory Retrieval 07-01

论文 · Generative Agents: Interactive Simulacra of Human Behavior 07-01