GraphTranslator: Aligning Graph Model to Large Language Model for Open-ended Tasks

The authors propose the GraphTranslator framework to align graph models with large language models, enabling open-ended tasks. By bridging the modality gap and generating alignment data, GraphTranslator enhances the effectiveness of zero-shot node classification and graph question answering.