There are 15 repositories under knowledge-graph-completion topic.
A collection of research on knowledge graphs
Insightful Tutorials and Papers about Knowledge Graphs
Dynamic (Temporal) Knowledge Graph Completion (Reasoning)
[WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities
Datasets for Knowledge Graph Completion with textual information about the entities
[Paper][AAAI 2025] (MyGO)Tokenization, Fusion, and Augmentation: Towards Fine-grained Multi-modal Entity Representation
Implementations of Embedding-based methods for Knowledge Base Completion tasks
The code of paper Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction. Zhanqiu Zhang, Jianyu Cai, Yongdong Zhang, Jie Wang. AAAI 2020.
ACL 2022, SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models
[Paper][ACM MM 2024] Making Large Language Models Perform Better in Knowledge Graph Completion
A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network (NAACL 2018) (Pytorch and Tensorflow)
Implementation of TransE model in PyTorch.
A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization (NAACL 2019)
[Neurocomputing 2023] Relational Graph Transformer for Knowledge Graph Representation
End-to-end Structure-Aware Convolutional Networks for Knowledge Base Completion
AAAI 2020 - InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions
Knowledge Base Question Answering using memory networks
A Survey of Task-Oriented Knowledge Graph Reasoning: Status, Applications, and Prospects
Graph Neural Networks for Knowledge Graph Link Prediction (WSDM 2022) (Pytorch)
STransE: a novel embedding model of entities and relationships in knowledge bases (NAACL 2016)
The code of paper Duality-Induced Regularizer for Tensor Factorization Based Knowledge Graph Completion. Zhanqiu Zhang, Jianyu Cai, Jie Wang. NeurIPS 2020.
Some papers on knowledge graph embedding
Official code implementation for SIGIR 23 paper Normalizing Flow-based Neural Process for Few-Shot Knowledge Graph Completion
QuatRE: Relation-Aware Quaternions for Knowledge Graph Embeddings (TheWebConf WWW 2022) (Pytorch)
Joint Multilingual Knowledge Graph Completion and Alignment (Findings of EMNLP 2022) (Pytorch)
[Paper][ICLR 2025] Multiple Heads are Better than One: Mixture of Modality Knowledge Experts for Entity Representation Learning
[Paper][LREC-COLING 2024] Unleashing the Power of Imbalanced Modality Information for Multi-modal Knowledge Graph Completion