Graph Foundation Models: Applications and Limitations

This chapter explores the concept of graph foundation models in natural language processing, discussing their applications and limitations. The speaker delves into the differences between language models and graph models, touches on training techniques, benchmarking models, and the limitations of natural language models for graph-related problems.