Talk like a graph: Encoding graphs for large language models
… How LLMs handle graph tasks In this experiment, we tested how well pre-trained LLMs tackle graph problems like identifying connections, cycles, and node degrees. Here is what we learned: LLMs struggle: On most of these basic tasks, LLMs did not do much better than a random guess. …