KnowMap: Efficient Knowledge-Driven Task Adaptation for LLMs

Kelin Fu, Kaigui Bian

While Large Language Models (LLMs) possess significant capabilities in open-world agent tasks, they also face challenges in rapidly adapting to new, specialized tasks due to their…