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GraphGPT

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DataFunSummit
DataFunSummit
May 23, 2024 · Artificial Intelligence

GraphGPT: Enabling Large Language Models as Zero‑Shot Graph Learners

GraphGPT integrates large language models with graph neural networks by introducing graph tokens and instruction tuning, enabling zero‑shot graph learning for tasks such as node classification and link prediction, and demonstrates superior performance and generalization across supervised and zero‑shot benchmarks.

Graph Neural NetworksGraphGPTZero-shot Learning
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GraphGPT: Enabling Large Language Models as Zero‑Shot Graph Learners