<ul><li>Ignite Forecasting with SPARK: An Efficient Generative Framework for Refining LLMs in Temporal Knowledge Graph Forecasting</li><li>Temporal Knowledge Graph (TKG) forecasting is crucial for predicting future events using historical data.</li><li>SPARK is a Sequence-level Proxy-Adapting framework for Refining LLMs in TKG forecasting.</li><li>SPARK offers a cost-effective, plug-and-play solution for efficient TKG forecasting by utilizing beam search and traditional TKG models.</li></ul>

Ignite Forecasting with SPARK: An Efficient Generative Framework for Refining LLMs in Temporal Knowledge Graph Forecasting

Discover more