Implementations of Embedding-based methods for Knowledge Base Completion tasks
☆259Nov 7, 2020Updated 5 years ago
Alternatives and similar repositories for knowledge-graph-embeddings
Users that are interested in knowledge-graph-embeddings are comparing it to the libraries listed below
Sorting:
- Python library to compute knowledge graph embeddings☆474Feb 10, 2019Updated 7 years ago
- Code for experiments in the AAAI 2016 paper "Holographic Embeddings of Knowledge Graphs"☆178Aug 13, 2018Updated 7 years ago
- Source code for experiments in the papers "Complex Embeddings for Simple Link Prediction" (ICML 2016) and "Knowledge Graph Completion via…☆331Jul 31, 2019Updated 6 years ago
- Code for "KBGAN: Adversarial Learning for Knowledge Graph Embeddings" https://arxiv.org/abs/1711.04071☆213Oct 11, 2018Updated 7 years ago
- Convolutional 2D Knowledge Graph Embeddings resources☆691Mar 29, 2024Updated last year
- Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE☆1,424Nov 3, 2022Updated 3 years ago
- TensorFlow implementation of TransE and its extended models for Knowledge Representation Learning☆80Aug 24, 2018Updated 7 years ago
- ConMask model described in paper Open-world Knowledge Graph Completion.☆109Feb 4, 2019Updated 7 years ago
- Embedding Projection for Knowledge Graph Completion☆75Mar 26, 2019Updated 6 years ago
- An Open-Source Package for Knowledge Embedding (KE)☆4,023Jan 10, 2024Updated 2 years ago
- SimplE Embedding for Link Prediction in Knowledge Graphs☆145Feb 11, 2020Updated 6 years ago
- ☆1,358Dec 15, 2023Updated 2 years ago
- An implementation of TransE and its extended models for Knowledge Representation Learning on TensorFlow☆513Nov 3, 2022Updated 3 years ago
- An Efficient implementation of TransE and its extended models for Knowledge Representation Learning☆406Nov 3, 2022Updated 3 years ago
- Implementation of SimplE Embedding for Link Prediction in Knowledge Graphs in PyTorch☆117Aug 23, 2020Updated 5 years ago
- Knowledge Embedding Framework Powered by XiaoHan.☆81Apr 19, 2018Updated 7 years ago
- Representation Learning of Knowledge Graphs with Entity Descriptions (AAAI'16)☆237Nov 23, 2019Updated 6 years ago
- Several knowledge graph representation algorithms implemented with pytorch☆354Apr 11, 2018Updated 7 years ago
- A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization (NAACL 2019)☆146Apr 14, 2021Updated 4 years ago
- Knowledge Graph Embeddings learned from the structure and literals of knowledge graphs☆44Jun 21, 2022Updated 3 years ago
- A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network (NAACL 2018) (Pytorch and Tensorflow)☆204May 7, 2021Updated 4 years ago
- Must-read papers on knowledge representation learning (KRL) / knowledge embedding (KE)☆1,528Aug 29, 2021Updated 4 years ago
- Analogical inference for knowledge graph completion☆73Aug 8, 2017Updated 8 years ago
- code and docs for the EMNLP paper "DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning"☆559Aug 8, 2024Updated last year
- EMNLP 2018: HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding☆172May 6, 2019Updated 6 years ago
- A collection of Tensorflow implementations of embeddings for entities.☆10Apr 25, 2019Updated 6 years ago
- Improving Knowledge Graph Embedding Using Simple Constraints (ACL-2108)☆61May 9, 2018Updated 7 years ago
- GAKE: Graph Aware Knowledge Embedding(COLING2016)☆28Jan 19, 2019Updated 7 years ago
- Python library for knowledge graph embedding and representation learning.☆618Apr 21, 2021Updated 4 years ago
- ☆253Jun 29, 2015Updated 10 years ago
- A TensorFlow implementation of TransE model☆200Jan 16, 2018Updated 8 years ago
- ☆13Oct 18, 2019Updated 6 years ago
- Image-embodied Knowledge Representation Learning (IJCAI-2017)☆14May 10, 2017Updated 8 years ago
- ACL 2019: Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs☆528Jun 3, 2021Updated 4 years ago
- Injecting Background Knowledge in Neural Models via Adversarial Set Regularisation☆59May 12, 2018Updated 7 years ago
- 🏎 KG2Vec: Expeditious Generation of Knowledge Graph Embeddings☆29Mar 24, 2023Updated 2 years ago
- Dynamic (Temporal) Knowledge Graph Completion (Reasoning)☆606Sep 15, 2020Updated 5 years ago
- TuckER: Tensor Factorization for Knowledge Graph Completion☆366Nov 16, 2023Updated 2 years ago
- Implementation of ConvE proposed by Dettmers et al. in Convolutional 2D Knowledge Graph Embeddings.☆15May 24, 2018Updated 7 years ago