What Is a Multi-Modal Knowledge Graph: A Survey
May 28, 2023 · With the explosive growth of multi-modal information on the Internet, the multi-modal knowledge graph (MMKG) has become an important research topic in knowledge …
A Simplified Guide to Multimodal Knowledge Graphs
Jun 25, 2024 · Multimodal knowledge graphs represent a significant leap in the evolution of knowledge representation and reasoning systems. By integrating textual, visual, and other …
Multimodal Reasoning with Multimodal Knowledge Graph
5 days ago · In this paper, we propose the Multimodal Reasoning with Multimodal Knowledge Graph (MR-MKG) method, which leverages multimodal knowledge graphs (MMKGs) to learn …
A Survey on Multimodal Knowledge Graphs: Construction
Apr 11, 2023 · In light of this, we view a multimodal knowledge graph as a graph of data intended to accumulate and convey knowledge from multimodal views such as textual, visual and …
[2402.05391] Knowledge Graphs Meet Multi-Modal Learning: A ...
Feb 8, 2024 · Knowledge Graphs (KGs) play a pivotal role in advancing various AI applications, with the semantic web community's exploration into multi-modal dimensions unlocking new …
A Survey of Multi-modal Knowledge Graphs: Technologies and …
Jun 28, 2024 · Multi-modal knowledge graph completion (MMKGC) aims to automatically discover the unobserved factual knowledge from a given multi-modal knowledge graph by …
Multimodal Knowledge Graph: A Comprehensive Overview
Multimodal Knowledge Graph is designed to integrate structured knowledge from various modalities, enabling a more comprehensive and nuanced understanding of complex concepts …
How to Define a Multi-modal Knowledge Graph? - Springer
Dec 14, 2023 · In response, multimodal knowledge graphs (MMKGs) have emerged to serve the management and applications of different types of data. However, since the proposal of KG in …
(PDF) A Survey on Multimodal Knowledge Graphs
Apr 11, 2023 · To this end, in this survey, we comprehensively review the related advances of multimodal knowledge graphs, covering multimodal knowledge graph construction, completion …
Progress and Analysis of Multimodal Knowledge Graphs
The important value of knowledge graphs in artificial intelligence applications is becoming increasingly evident. Super large-scale general knowledge graphs hav.
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