jimmywangheng / knowledge_representation_pytorch
Several knowledge graph representation algorithms implemented with pytorch
☆352Updated 6 years ago
Alternatives and similar repositories for knowledge_representation_pytorch:
Users that are interested in knowledge_representation_pytorch are comparing it to the libraries listed below
- An Efficient implementation of TransE and its extended models for Knowledge Representation Learning☆405Updated 2 years ago
- Dynamic (Temporal) Knowledge Graph Completion (Reasoning)☆592Updated 4 years ago
- ACL 2019: Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs☆529Updated 3 years ago
- Code for One-shot Relational Learning for Knowledge Graphs (EMNLP18)☆240Updated 5 years ago
- Implementations of Embedding-based methods for Knowledge Base Completion tasks☆257Updated 4 years ago
- An implementation of TransE and its extended models for Knowledge Representation Learning on TensorFlow☆513Updated 2 years ago
- Source code for experiments in the papers "Complex Embeddings for Simple Link Prediction" (ICML 2016) and "Knowledge Graph Completion via…☆325Updated 5 years ago
- Convolutional 2D Knowledge Graph Embeddings resources☆675Updated 11 months ago
- ☆326Updated 8 years ago
- Code for "KBGAN: Adversarial Learning for Knowledge Graph Embeddings" https://arxiv.org/abs/1711.04071☆213Updated 6 years ago
- code and docs for my EMNLP paper "DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning"☆548Updated 7 months ago
- A TensorFlow implementation of TransE model☆198Updated 7 years ago
- Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE☆1,408Updated 2 years ago
- Several data modalities for KBs (visual, numerical, temporal, etc.)☆396Updated 3 years ago
- Python library to compute knowledge graph embeddings☆472Updated 6 years ago
- Must-read papers on entity alignment published in recent years☆554Updated last year
- EMNLP 2018: HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding☆172Updated 5 years ago
- Implementation of R-GCNs for Relational Link Prediction☆455Updated 2 years ago
- Source code and dataset for ACL 2019 paper "Cognitive Graph for Multi-Hop Reading Comprehension at Scale"☆457Updated last year
- Recurrent Event Network: Autoregressive Structure Inference over Temporal Knowledge Graphs (EMNLP 2020)☆442Updated 3 years ago
- SimplE Embedding for Link Prediction in Knowledge Graphs☆144Updated 5 years ago
- A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network (NAACL 2018) (Pytorch and Tensorflow)☆204Updated 3 years ago
- Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)☆435Updated 3 years ago
- ☆1,303Updated last year
- ConMask model described in paper Open-world Knowledge Graph Completion.☆108Updated 6 years ago
- Code of the paper: Cross-lingual Knowledge Graph Alignment via Graph Convolutional Networks.☆132Updated 5 years ago
- ☆251Updated 9 years ago
- Implement of TransE, TransH, KG2E with pytorch☆228Updated 5 years ago
- Meandering In Networks of Entities to Reach Verisimilar Answers☆315Updated 5 years ago
- Knowledge Base Embedding☆373Updated 8 years ago