Knowledge integration and fusion enhance language models by aligning knowledge graphs and text via local subgraph extraction and entity linking, then feeding the aligned data into a cross-model encoder to bidirectionally fuse text and knowledge graphs for joint training.

Authors

• Person: Not available Organization: arXiv
  Large Language Models Meet Knowledge Graphs for Question ...

Sources

• Large Language Models Meet Knowledge Graphs for Question ... arxiv.org arXiv via serper

Referenced by nodes (5)

• knowledge graphs concept
• Language Model concept
• entity linking concept
• knowledge fusion concept
• knowledge integration concept