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Decoding on Graphs: Empowering LLMs with Knowledge Graphs Through Well-Formed Chains

Decoding on Graphs: Empowering LLMs with Knowledge Graphs Through Well-Formed Chains

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Graph aware constrained decoding

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Graph aware constrained decoding

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Decoding on Graphs: Empowering LLMs with Knowledge Graphs Through Well-Formed Chains

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  1. 1 Augment LLMs with Knowledge Graphs
  2. 2 Subgraph retrievers
  3. 3 Agents for Integrating LLM and KG
  4. 4 NEW IDEA by MIT & HK Univ
  5. 5 Example of Decode on Graphs
  6. 6 Implementation PROMPT DoG
  7. 7 Linear graph forms
  8. 8 Graph aware constrained decoding
  9. 9 Harvard MED Agents for LLM on KG

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