Large Language Models ↔ multimodal knowledge graphs

Relations (1)

related 2.00 — strongly supporting 3 facts

Large Language Models and multimodal knowledge graphs are linked through research papers that explore their integration for tasks like reasoning [1] and phishing detection [2], as well as their combined potential to advance the field of multimodal models [3].

Facts (3)

Sources

Combining Knowledge Graphs and Large Language Models - arXiv arxiv.org arXiv 2 facts

claimFuture research could explore the potential use of multimodal knowledge graphs when combined with Large Language Models to advance the field of multimodal models.

referenceThe research paper titled 'Knowphish: Large language models meet multimodal knowledge graphs for enhancing reference-based phishing detection' was authored by Yuexin Li, Chengyu Huang, Shumin Deng, Mei Lin Lock, Tri Cao, Nay Oo, Bryan Hooi, and Hoon Wei Lim in 2024 (arXiv:2403.02253).

LLM-empowered knowledge graph construction: A survey - arXiv arxiv.org arXiv 1 fact

referenceJunming Liu, Siyuan Meng, Yanting Gao, Song Mao, Pinlong Cai, Guohang Yan, Yirong Chen, Zilin Bian, Ding Wang, and Botian Shi authored the paper 'Aligning Vision to Language: Annotation-Free Multimodal Knowledge Graph Construction for Enhanced LLMs Reasoning,' which was published as an arXiv preprint in July 2025.