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knowledge graph

Knowledge graphs model entities, relations, and rules in a queryable structure. They matter for explainable ML, research discovery, recommendation, and data integration because they give LLMs and analytics systems a factual layer to ground results and trace sources.

1 articles

LLMs plus knowledge graphs for ML explainability
Research/Apr 20

LLMs plus knowledge graphs for ML explainability

A manufacturing XAI method uses a knowledge graph plus an LLM to turn ML results into clearer, more user-friendly explanations.