LLM Features

LLM Features Can Harm GNN Performance on Homophilous Graphs

A new research paper reveals that incorporating features generated by large language models (LLMs) into graph neural networks (GNNs) can sometimes decrease performance on specific benchmarks. This effect, termed 'concat…