Talk like a graph: Encoding graphs for large language models

Posted by Bahare Fatemi, Research Scientist, Google Research, and Bryan Perozzi, Research Scientist, Google Research

Imagine all the things around you — your friends, tools in your kitchen, or even the parts of your bike. They are all connected in different ways. In computer science, the term graph is used to describe connections between objects. Graphs consist of nodes (the objects themselves) and edges (connections between two nodes, indicating a relationship between them). Graphs are everywhere now. The internet itself …

bike computer computer science encoding generative-ai google google research graph graphs imagine language language models large language large language models research research scientist science talk tools