{"repo":"pengfei-luo/multimodal-knowledge-graph","free":true,"listed":false,"github":"https://github.com/pengfei-luo/multimodal-knowledge-graph","clone":"git clone https://github.com/pengfei-luo/multimodal-knowledge-graph.git","description":"A collection of resources on multimodal knowledge graph, including datasets, papers and contests.","language":null,"stars":251,"topics":["knowledge-base","knowledge-extraction","knowledge-graph","multimodal-learning"],"license":null,"category":"productivity","readme_excerpt":"Multi-modal Knowledge Graph This repository is a collection of resources on multimodal knowledge graph, including datasets, research papers and contests. Content - Content - Multimodal Knowledge Graph Completion - Multimodal Entity Aligment - Multimodal Entity Linking - Multimodal Named Entity Recognition - Multimodal Event Extraction Multimodal Knowledge Graph Completion Title Venue Year Code --- --- --- --- Image-embodied Knowledge Representation Learning IJICA 2016 Github KG-BERT: BERT for Knowledge Graph Completion arXiv 2019 Github Multimodal Data Enhanced Representation Learning IJCNN 2019 Github Multi-modal Multi-relational Feature Aggregation Network for Medical Knowledge Representation Learning ACM Multimedia 2020 Is Visual Context Really Helpful for Knowledge Graph? A Representation Learning Perspective ACM Multimedia 2021 Github Endowing Language Models with Multimodal Knowledge Graph Representations arXiv 2022 Github Hyper-node Relational Graph Attention Network for Multi-modal Knowledge Graph Completion TOMM 2022 Github Contrastive Multi-Modal Knowledge Graph Representation Learning TKDE 2022 IMKGA-SM: Interpretable Multimodal Knowledge Graph Answer Prediction via Sequence Modeling arXiv 2022 MMKRL: A robust embedding approach for multi-modal knowledge graph representation learning Appl. Intell. 2022 MoSE: Modality Split and Ensemble for Multimodal Knowledge Graph Completion EMNLP 2022 Github OTKGE: Multi-modal Knowledge Graph Embeddings via Optimal Transport NIP","default_branch":null,"files":null,"tree":[],"storefront":"/r/pengfei-luo","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/pengfei-luo/multimodal-knowledge-graph/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}