GRALAN uses question-focused subgraphs, a graph encoder, and a learned mediator to let a frozen LLM answer KG questions by classifying entities, reporting state-of-the-art or near-SOTA accuracy on several QA benchmarks.
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The Graph Language: How Knowledge Graphs Speak to Large Language Models
GRALAN uses question-focused subgraphs, a graph encoder, and a learned mediator to let a frozen LLM answer KG questions by classifying entities, reporting state-of-the-art or near-SOTA accuracy on several QA benchmarks.