Knowledge Management

Knowledge management (KM) focuses on effectively organizing, accessing, and utilizing information within organizations and systems. Current research emphasizes leveraging large language models (LLMs) and knowledge graphs (KGs) to improve knowledge retrieval, generation, and sharing, often incorporating techniques like instruction tuning and chain-of-thought prompting to enhance performance. This work is driven by the need for more efficient and effective KM in diverse settings, from enterprise knowledge bases and manufacturing to scientific research and robotic applications, ultimately aiming to improve decision-making and operational efficiency.