salesforce / MultiHopKGLinks
Multi-hop knowledge graph reasoning learned via policy gradient with reward shaping and action dropout
β312Updated 7 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 Answersβ318Updated 6 years ago
- π A collection of common datasets used in knowledge embeddingβ149Updated 5 years ago
- EMNLP 2018: HyTE: Hyperplane-based Temporally aware Knowledge Graph Embeddingβ172Updated 6 years ago
- Tools for state of the art Knowledge Base Completion.β256Updated 4 years ago
- Differentiable Learning of Logical Rules for Knowledge Base Reasoningβ220Updated 6 years ago
- A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network (NAACL 2018) (Pytorch and Tensorflow)β204Updated 4 years ago
- Code and dataset for paper "Universal Representation Learning of Knowledge Bases by Jointly Embedding Instances and Ontological Concepts"β¦β84Updated 5 years ago
- ACL 2020: A Re-evaluation of Knowledge Graph Completion Methodsβ147Updated 2 years ago
- Code for One-shot Relational Learning for Knowledge Graphs (EMNLP18)β240Updated 5 years ago
- Query2box: Reasoning over Knowledge Graphs in Vector Space Using Box Embeddingsβ208Updated 4 years ago
- Source code for experiments in the papers "Complex Embeddings for Simple Link Prediction" (ICML 2016) and "Knowledge Graph Completion viaβ¦β327Updated 6 years ago
- Multi-Hop Logical Reasoning in Knowledge Graphsβ301Updated 3 years ago
- ConMask model described in paper Open-world Knowledge Graph Completion.β108Updated 6 years ago
- Datasets for Knowledge Graph Completion with textual information about the entitiesβ279Updated 6 years ago
- Learning to query complex networksβ117Updated last year
- SimplE Embedding for Link Prediction in Knowledge Graphsβ145Updated 5 years ago
- A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization (NAACL 2019)β146Updated 4 years ago
- code and docs for my EMNLP paper "DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning"β555Updated last year
- Hyperbolic Knowledge Graph embeddings.β253Updated 4 years ago
- Implementation of SimplE Embedding for Link Prediction in Knowledge Graphs in PyTorchβ118Updated 5 years ago
- β37Updated 5 years ago
- Several data modalities for KBs (visual, numerical, temporal, etc.)β413Updated 3 years ago
- β146Updated 5 years ago
- β266Updated 2 years ago
- Source codes and datasets for EMNLP 2019 paper "Adapting Meta Knowledge Graph Information for Multi-Hop Reasoning over Few-Shot Relationsβ¦β116Updated last year
- Convolutional 2D Knowledge Graph Embeddings resourcesβ683Updated last year
- Learning to Exploit Long-term Relational Dependencies in Knowledge Graphs, ICML 2019β100Updated 5 years ago
- Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering (EMNLP 2020)β255Updated 3 years ago
- Must-read papers on knowledge graph reasoningβ438Updated 4 years ago
- Knowledge Graph and Text Jointly Embeddingβ40Updated 8 years ago