xwhan / DeepPath
code and docs for my EMNLP paper "DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning"
☆535Updated 3 months ago
Related projects ⓘ
Alternatives and complementary repositories for DeepPath
- Multi-hop knowledge graph reasoning learned via policy gradient with reward shaping and action dropout☆298Updated last month
- Meandering In Networks of Entities to Reach Verisimilar Answers☆312Updated 5 years ago
- Several knowledge graph representation algorithms implemented with pytorch☆349Updated 6 years ago
- An Efficient implementation of TransE and its extended models for Knowledge Representation Learning☆403Updated 2 years ago
- Convolutional 2D Knowledge Graph Embeddings resources☆674Updated 7 months ago
- Source code for experiments in the papers "Complex Embeddings for Simple Link Prediction" (ICML 2016) and "Knowledge Graph Completion via…☆320Updated 5 years ago
- Implementations of Embedding-based methods for Knowledge Base Completion tasks☆257Updated 4 years ago
- Code for One-shot Relational Learning for Knowledge Graphs (EMNLP18)☆240Updated 5 years ago
- Dynamic (Temporal) Knowledge Graph Completion (Reasoning)☆588Updated 4 years ago
- An implementation of TransE and its extended models for Knowledge Representation Learning on TensorFlow☆514Updated 2 years ago
- Must-read papers on knowledge graph reasoning☆432Updated 3 years ago
- ACL 2019: Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs☆521Updated 3 years ago
- A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network (NAACL 2018) (Pytorch and Tensorflow)☆204Updated 3 years ago
- Code for "KBGAN: Adversarial Learning for Knowledge Graph Embeddings" https://arxiv.org/abs/1711.04071☆212Updated 6 years ago
- Several data modalities for KBs (visual, numerical, temporal, etc.)☆380Updated 3 years ago
- Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE☆1,403Updated 2 years ago
- Datasets for Knowledge Graph Completion with textual information about the entities☆271Updated 5 years ago
- ☆1,271Updated 11 months ago
- Implementation of R-GCNs for Relational Link Prediction☆443Updated last year
- ☆326Updated 8 years ago
- Differentiable Learning of Logical Rules for Knowledge Base Reasoning☆215Updated 5 years ago
- A TensorFlow implementation of TransE model☆199Updated 6 years ago
- Python library to compute knowledge graph embeddings☆473Updated 5 years ago
- Representation Learning of Knowledge Graphs with Entity Descriptions (AAAI'16)☆232Updated 4 years ago
- SimplE Embedding for Link Prediction in Knowledge Graphs☆144Updated 4 years ago
- Tools for state of the art Knowledge Base Completion.☆253Updated 3 years ago
- Recurrent Event Network: Autoregressive Structure Inference over Temporal Knowledge Graphs (EMNLP 2020)☆436Updated 2 years ago
- ConMask model described in paper Open-world Knowledge Graph Completion.☆108Updated 5 years ago
- EMNLP 2018: HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding☆173Updated 5 years ago
- Implementation code for ICML '17 paper "Deep Temporal Reasoning for Dynamic Knowledge Graphs"☆108Updated 6 years ago