Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE
Convolutional 2D Knowledge Graph Embeddings resources
Implementations of Embedding-based methods for Knowledge Base Completion tasks
Python library to compute knowledge graph embeddings
Hyperbolic Knowledge Graph embeddings.
ACL 2020: Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings
High performance, easy-to-use, and scalable package for learning large-scale knowledge graph embeddings.
ACL 2019: Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs
Hypernetwork Knowledge Graph Embeddings
Code and data for IJCAI-17 paper Multilingual Knowledge Graph Embeddings for Cross-lingual Knowledge Alignment
LUKE -- Language Understanding with Knowledge-based Embeddings
Semi-supervised learning with graph embeddings
Multi-relational Poincaré Graph Embeddings
Generate embeddings from large-scale graph-structured data.
翻译 - 从大规模图形结构化数据生成嵌入。
Knowledge Graph Embedding - Orthogonal Relation Transforms with Graph Context Modeling for Knowledge Graph Embedding
Precision Medicine Knowledge Graph (PrimeKG)
Convert any text to a graph of knowledge. This can be used for Graph Augmented Generation or Knowledge Graph based QnA