Adapting Large Language Models for Education: Foundational Capabilities, Potentials, and Challenges

arXiv:2401.08664v2 Announce Type: replace-cross
Abstract: Online education platforms, leveraging the internet to distribute education resources, seek to provide convenient education but often fall short in real-time communication with students. They often struggle to offer personalized education resources due to the challenge of addressing the diverse obstacles students encounter throughout their learning journey. Recently, the emergence of large language models (LLMs), such as ChatGPT, offers the possibility for resolving this issue by comprehending individual requests. Although LLMs have been successful in …

abstract arxiv capabilities challenge challenges communication cs.ai cs.cl diverse education internet language language models large language large language models obstacles online education personalized personalized education platforms real-time real-time communication resources struggle students type