[NAACL 2022 Findings] Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction

[IJCAI 2024] Continual Multimodal Knowledge Graph Construction

Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs

[CIKM'24] Reviving the Context: Camera Trap Species Classification as Link Prediction on Multimodal Knowledge Graphs

A multimodal architecture to build multimodal knowledge graphs with flexible multimodal feature extraction and dynamic multimodal concept generation

Taming the Untamed: Graph-Based Knowledge Retrieval and Reasoning for MLLMs to Conquer the Unknown (ICCV 2025)

RConE algorithm for logical query answering over multimodal knowledge graphs

The IMDB Multimodal Knowledge Graph (IMDB4M)

Knowledge Capturing from Multimodal Video-Textual Knowledge-Entity Linking

MMIE is a multimodal open information extraction library for constructing Mutimodal Knowledge Graphs (MMKGs).