alisadeghian / DRUM
DRUM end to end differentiable rule mining on knowledge graphs
☆52Updated 3 years ago
Alternatives and similar repositories for DRUM:
Users that are interested in DRUM are comparing it to the libraries listed below
- Implementation of the BoxE model from the NeurIPS 2020 paper "BoxE: A Box Embedding Model for Knowledge Base Completion". Also includes a…☆47Updated 4 years ago
- Resources and code for paper "Probabilistic Box Embeddings for Uncertain Knowledge Graph Reasoning"☆23Updated 2 years ago
- Knowledge Graph Reasoning with Relational Digraph. WebConf 2022☆61Updated 2 years ago
- Contextual Parameter Generation for Knowledge Graph Link Prediction☆21Updated 9 months ago
- first commit☆15Updated 4 years ago
- Temporal Message Passing Network for Temporal Knowledge Graph Completion☆56Updated 3 years ago
- RAGAT: Relation Aware Graph Attention Network for Knowledge Graph Completion☆57Updated 8 months ago
- A Reading List of logic rules-based reasoning☆17Updated 5 years ago
- ☆22Updated 3 years ago
- Knowledge Association with Hyperbolic Knowledge Graph Embeddings, EMNLP 2020☆40Updated 3 years ago
- The code of paper Topology-Aware Correlations Between Relations for Inductive Link Prediction in Knowledge Graphs. Jiajun Chen, Huarui He…☆42Updated 2 years ago
- ☆34Updated last year
- Source code for "KRACL: Contrastive Learning with Graph Context Modeling for Sparse Knowledge Graph Completion"☆32Updated 2 years ago
- Official Code Repository for the paper "Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction" (NeurIPS 2…☆58Updated 3 years ago
- ☆47Updated 3 years ago
- The official Pytorch implementation of the paper Neural Compositional Rule Learning for Knowledge Graph Reasoning☆32Updated last year
- code of FSRL☆45Updated 4 years ago
- Learning to Walk with Dual Agents for Knowledge Graph Reasoning (AAAI'22)☆38Updated 2 years ago
- Communicative Message Passing for Inductive Relation Reasoning(AAAI-2021)☆32Updated 2 years ago
- Learning Collaborative Agents with Rule Guidance for Knowledge Graph Reasoning (EMNLP 2020)☆39Updated 4 years ago
- The code of paper Duality-Induced Regularizer for Tensor Factorization Based Knowledge Graph Completion. Zhanqiu Zhang, Jianyu Cai, Jie W…☆50Updated 3 years ago
- I Know What You Do Not Know: Knowledge Graph Embedding via Co-distillation Learning, CIKM 2022☆24Updated 2 years ago
- Must-read papers on Knowledge Graph Reasoning (KGR)☆21Updated 4 years ago
- A Python pipeline for using AMIE+ to mine logic rules and instantiate new facts.☆16Updated 4 years ago
- ☆129Updated 2 years ago
- A knowledge base completion method which handles temporal metadata☆76Updated 3 years ago
- The code of paper ConE: Cone Embeddings for Multi-Hop Reasoning over Knowledge Graphs. Zhanqiu Zhang, Jie Wang, Jiajun Chen, Shuiwang Ji,…☆45Updated 3 years ago
- An implement of CompGCN in Pytorch and DGL.☆35Updated 6 months ago
- Explainable Link Prediction for Emerging Entities in Knowledge Graphs☆19Updated 4 years ago
- ☆63Updated 2 years ago