MARK: Memory Augmented Refinement of Knowledge

Anish Ganguli, Prabal Deb, Debleena Banerjee

Large Language Models (LLMs) assist in specialized tasks but struggle to align with evolving domain knowledge without costly fine-tuning. Domain knowledge consists of: Knowledge: I…