Stars
A tutorial and implement of disease centered Medical knowledge graph and qa system based on it。知识图谱构建，自动问答，基于kg的自动问答。以疾病为中心的一定规模医药领域知识图谱，并以该知识图谱完成自动问答与分析服务。
A tutorial and implement of disease centered Medical knowledge graph and qa system based on it。知识图谱构建，自动问答，基于kg的自动问答。以疾病为中心的一定规模医药领域知识图谱，并以该知识图谱完成自动问答与分析服务。
LingYi: Multi-modal Medical Conversational Question Answering System based on Knowledge Graph
Repository for the paper "Using knowledge graphs for semantic grounding of LLMs for query expansion in medical information retrieval"
医药知识图谱自动问答系统实现，包括构建知识图谱、基于知识图谱的流水线问答以及前端实现。实体识别（基于词典+BERT_CRF）、实体链接（Sentence-BERT做匹配）、意图识别（基于提问词+领域词词典）。
Developed a predictive model to recommend the most appropriate drug (Drug A, Drug B, Drug C, Drug X, or Drug Y) for patients suffering from a specific disease based on their medical characteristics.
The code of the paper "Medical Knowledge based Graph Neural Network for Medication Combination Prediction".
code for paper "CrossGCL: Cross-view Graph Contrastive Learning with Dual Task for Drug Recommendation"
Source code for HAKG: Hierarchy-Aware Knowledge Gated Network for Recommendation. SIGIR 2022.
The source code for "Multi-level Cross-view Contrastive Learning for Knowledge-aware Recommender System".
This is our implementation of JNSKR: Jointly Non-Sampling Learning for Knowledge Graph Enhanced Recommendation (SIGIR 2020)
The source code for "Improving Knowledge-aware Recommendation with Multi-level Interactive Contrastive Learning".
[WSDM'2023] "HGCL: Heterogeneous Graph Contrastive Learning for Recommendation"
KGCN pytorch model implementation
The implementation of "Jointly Learning Propagating Features on the Knowledge Graph for Movie Recommendation"
The codes for Applied Sciences' paper "CKGAT: Collaborative Knowledge-Aware Graph Attention Network for Top-N Recommendation".
A Pure Keras Implementation of Knowledge Graph Convolution Network for Recommendation
A tensorflow implementation of MKR (Multi-task Learning for Knowledge Graph Enhanced Recommendation)
[KDD'2023] "KGRec: Knowledge Graph Self-Supervised Rationalization for Recommendation"
The codes for ICTAI'21 paper "KGAT-SR: Knowledge-Enhanced Graph Attention Network for Session-based Recommendation".
[CIKM 2021] Official code of "DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention Network"