2026
Beyond Fact Retrieval: Episodic Memory for RAG with Generative Semantic Workspaces
AAAI 2026technical
Large Language Models (LLMs) face fundamental challenges in long-context reasoning: many documents exceed their finite context windows, while performance on texts that do fit degrades with sequence length, necessitating their augmentation with external memory frameworks. Current solutions, which hav