AutoKG: Efficient Automated Knowledge Graph Generation for Language Models
AutoKG is a lightweight pipeline for turning an unstructured text collection into a knowledge graph that can augment a large language model. An LLM extracts keywords from text blocks, and graph Laplace learning estimates relationships between keyword pairs without requiring a hand-designed ontology or end-to-end model fine-tuning.
Dec 18, 2023
