Annotation-Based Method for Linking Local and Global. Knowledge Graphs ... through an annotation-based method to link a local graph database to global graphs.

The proposed method is an extension of our ReGraph1 framework that bridges relational and graph databases, keeping both integrated, synchronized and in their ...

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The disclosure also provides a method of annotating a document based on a knowledge graph. The method may include generating an Aho Corasick trie including ...

Aug 6, 2024 · Retrieval Augmented Generation (RAG) is a technique that connects external data sources to enhance the output of large language models ...

Bibliographic details on Annotation-Based Method for Linking Local and Global Knowledge Graphs.

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In this paper, we present a Graph RAG approach based on global summarization of an LLM-derived knowledge graph (Figure 1). In contrast with related work that ...

This paper investigated almost all the latest knowledge graph representations learning and entity alignment methods and summarized their core technologies and ...

Sep 5, 2023 · We propose a hybrid approach using heuristics and machine learning methods for the semantic annotation of relational tabular data and knowledge ...