Knowledge Tree
Relations (1)
related 0.10 — supporting 1 fact
Knowledge graphs are a foundational component of knowledge-graph-enhanced LLMs, as research explicitly categorizes the latter as a method for employing knowledge graphs to improve language model performance during pre-training and inference [1].
Facts (1)
Sources
Applying Large Language Models in Knowledge Graph-based ... arxiv.org 1 fact
referenceResearch into employing knowledge graphs to address modeling language semantics includes three areas: (1) Knowledge Graph-enhanced LLMs for improving LLM knowledge during pre-training and inference, (2) LLM-augmented Knowledge Graphs for tasks like graph construction or question answering, and (3) Synergized LLMs + Knowledge Graphs for bidirectional enhancement of both systems.