salesforce / MultiHopKGLinks
Multi-hop knowledge graph reasoning learned via policy gradient with reward shaping and action dropout
☆311Updated 4 months ago
Alternatives and similar repositories for MultiHopKG
Users that are interested in MultiHopKG are comparing it to the libraries listed below
Sorting:
- Meandering In Networks of Entities to Reach Verisimilar Answers☆317Updated 6 years ago
- A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network (NAACL 2018) (Pytorch and Tensorflow)☆204Updated 4 years ago
- ACL 2020: A Re-evaluation of Knowledge Graph Completion Methods☆146Updated 2 years ago
- Code for One-shot Relational Learning for Knowledge Graphs (EMNLP18)☆240Updated 5 years ago
- Datasets for Knowledge Graph Completion with textual information about the entities☆276Updated 5 years ago
- Tools for state of the art Knowledge Base Completion.☆254Updated 3 years ago
- EMNLP 2018: HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding☆172Updated 6 years ago
- Differentiable Learning of Logical Rules for Knowledge Base Reasoning☆219Updated 6 years ago
- Query2box: Reasoning over Knowledge Graphs in Vector Space Using Box Embeddings☆206Updated 4 years ago
- 📝 A collection of common datasets used in knowledge embedding☆147Updated 5 years ago
- Multi-Hop Logical Reasoning in Knowledge Graphs☆298Updated 3 years ago
- Hyperbolic Knowledge Graph embeddings.☆254Updated 4 years ago
- code and docs for my EMNLP paper "DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning"☆552Updated 11 months ago
- Implementation of SimplE Embedding for Link Prediction in Knowledge Graphs in PyTorch☆118Updated 4 years ago
- Convolutional 2D Knowledge Graph Embeddings resources☆680Updated last year
- Source code for experiments in the papers "Complex Embeddings for Simple Link Prediction" (ICML 2016) and "Knowledge Graph Completion via…☆327Updated 5 years ago
- Code and dataset for paper "Universal Representation Learning of Knowledge Bases by Jointly Embedding Instances and Ontological Concepts"…☆83Updated 5 years ago
- SimplE Embedding for Link Prediction in Knowledge Graphs☆145Updated 5 years ago
- Must-read papers on knowledge graph reasoning☆438Updated 4 years ago
- Several data modalities for KBs (visual, numerical, temporal, etc.)☆407Updated 3 years ago
- A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization (NAACL 2019)☆144Updated 4 years ago
- ACL 2019: Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs☆530Updated 4 years ago
- Source codes and datasets for EMNLP 2019 paper "Adapting Meta Knowledge Graph Information for Multi-Hop Reasoning over Few-Shot Relations…☆115Updated last year
- ☆267Updated 2 years ago
- ConMask model described in paper Open-world Knowledge Graph Completion.☆108Updated 6 years ago
- Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering (EMNLP 2020)☆255Updated 3 years ago
- The code of paper Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction. Zhanqiu Zhang, Jianyu Cai, Yongdong Zhang, Jie…☆256Updated 4 years ago
- Implementation of TransE model in PyTorch.☆158Updated 2 years ago
- ☆37Updated 4 years ago
- Knowledge Graph and Text Jointly Embedding☆40Updated 7 years ago