Knowledge Graph Adaptive Reasoning with Plan-on-Graph LLM - From Theory to Implementation

Knowledge Graph Adaptive Reasoning with Plan-on-Graph LLM - From Theory to Implementation

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Self-Correcting Adaptive Planning of LLM on KG

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1 of 9

Self-Correcting Adaptive Planning of LLM on KG

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Knowledge Graph Adaptive Reasoning with Plan-on-Graph LLM - From Theory to Implementation

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  1. 1 Self-Correcting Adaptive Planning of LLM on KG
  2. 2 Simplest Example of PoG
  3. 3 Compare DoG with PoG
  4. 4 KG Example for LLM reasoning
  5. 5 Adaptability and Self-Correction
  6. 6 Multiple KG Augmentation Methods compared
  7. 7 4 new KG-LLM Augmentation Methods
  8. 8 The best KG-augmented LLM
  9. 9 Reflections of PoG Data and Code

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