Source code and dataset for ACL 2019 paper "ERNIE: Enhanced Language Representation with Informative Entities"

该项目是基于医疗领域知识图谱的问答系统。实现比较简单。

Code for "Heterogeneous Graph Transformer" (WWW'20), which is based on pytorch_geometric

KG-BERT: BERT for Knowledge Graph Completion

Implementation of R-GCNs for Relational Link Prediction

[Tool] For Knowledge Graph Representation Learning

Pytorch implementation of a RGCN Link Prediction Model

Combining relational context and relational paths for knowledge graph completion

Hierarchical Transformers for Knowledge Graph Embeddings (EMNLP 2021)

基于知识图谱的心理咨询智能问答系统

This project analyzes the results of various models for Link Prediction on Knowledge Graphs using Knowledge Graph Embeddings. It allows to replicate the results in our work "Knowledge Graph Embeddi…

Code for our paper "Graph Language Models"

[KDD 2023] AdaProp: Learning Adaptive Propagation for Graph Neural Network based Knowledge Graph Reasoning

[Paper][ICDE2023] Relational Message Passing for Fully Inductive Knowledge Graph Completion

PyTorch implementation of the paper "NestE: Modeling Nested Relational Structures for Knowledge Graph Reasoning" (AAAI'24)

KG