Continuous Query Decomposition for Complex Query Answering in Incomplete Knowledge Graphs
☆97Nov 20, 2022Updated 3 years ago
Alternatives and similar repositories for cqd
Users that are interested in cqd are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Logical Message Passing Networks with One-hop Inference in Atomic Formulas (ICLR 2023)☆15Jul 21, 2023Updated 2 years ago
- [ICML 2023] Answering Complex Logical Queries on Knowledge Graphs via Query Computation Tree Optimization☆29Sep 22, 2023Updated 2 years ago
- Official implementation of Graph Neural Network Query Executor (ICML 2022)☆89Sep 5, 2023Updated 2 years ago
- Multi-Hop Logical Reasoning in Knowledge Graphs☆21Mar 27, 2022Updated 3 years ago
- The code is for our AAAI2023 paper: Efficient Embeddings of Logical Variables for Query Answering over Incomplete Knowledge Graphs (Ding…☆10Dec 17, 2022Updated 3 years ago
- Multi-Hop Logical Reasoning in Knowledge Graphs☆309Mar 27, 2022Updated 3 years ago
- Simple yet SoTA Knowledge Graph Embeddings.☆111Jun 6, 2022Updated 3 years ago
- Code for the paper "Query Embedding on Hyper-relational Knowledge Graphs"☆33May 18, 2024Updated last year
- Benchmark for Answering Existential First Order Queries with Single Free Variable (NeurIPS dataset and benchmark 2021)☆20May 3, 2023Updated 2 years ago
- PyG re-implementation of Neural Bellman-Ford Networks (NeurIPS 2021)☆75Aug 25, 2022Updated 3 years ago
- DRUM end to end differentiable rule mining on knowledge graphs☆55Jul 13, 2021Updated 4 years ago
- The code of paper ConE: Cone Embeddings for Multi-Hop Reasoning over Knowledge Graphs. Zhanqiu Zhang, Jie Wang, Jiajun Chen, Shuiwang Ji,…☆45Feb 8, 2022Updated 4 years ago
- Investigating Robustness and Interpretability of Link Prediction via Adversarial Modifications☆19Jul 20, 2020Updated 5 years ago
- Tools for state of the art Knowledge Base Completion.☆257Aug 16, 2021Updated 4 years ago
- Official implementation of Neural Bellman-Ford Networks (NeurIPS 2021)☆229Aug 2, 2023Updated 2 years ago
- [IJCAI2022] Type-aware Embeddings for Multi-Hop Reasoning over Knowledge Graphs☆29Aug 9, 2022Updated 3 years ago
- Must-read papers on Knowledge Graph Reasoning (KGR)☆21Mar 16, 2020Updated 6 years ago
- Code for "Efficient Relation-aware Scoring Function Search for Knowledge Graph Embedding" ICDE 2021☆11Apr 26, 2021Updated 4 years ago
- LibKGE - A knowledge graph embedding library for reproducible research☆826Apr 8, 2024Updated last year
- Learning to query complex networks☆119Jun 17, 2024Updated last year
- Differentiable Learning of Logical Rules for Knowledge Base Reasoning☆225Feb 12, 2019Updated 7 years ago
- ☆162Dec 8, 2022Updated 3 years ago
- Code for gradient rollback, which explains predictions of neural matrix factorization models, as for example used for knowledge base comp…☆21Mar 16, 2021Updated 5 years ago
- Compositional and Parameter-Efficient Representations for Large Knowledge Graphs (ICLR'22)☆143Feb 2, 2022Updated 4 years ago
- 🤖 A Python library for learning and evaluating knowledge graph embeddings☆1,958Dec 17, 2025Updated 3 months ago
- ☆79Sep 28, 2021Updated 4 years ago
- A curated collection of SOTA algorithms on the link prediction task.☆22Feb 27, 2020Updated 6 years ago
- Wasserstein-Fisher-Rao Embedding: Logical Query Embeddings with Local Comparison and Global Transport (Findings-ACL 2023)☆13May 4, 2023Updated 2 years ago
- ☆14Oct 29, 2020Updated 5 years ago
- Multi-hop knowledge graph reasoning learned via policy gradient with reward shaping and action dropout☆316Oct 6, 2025Updated 5 months ago
- Rule Learning with Embedding Support☆25Aug 18, 2022Updated 3 years ago
- EMNLP 22' (Oral): SQUIRE: A Sequence-to-sequence Framework for Multi-hop Knowledge Graph Reasoning☆35Jun 8, 2023Updated 2 years ago
- A collection of resources on the topic of Complex Logical Query Answering☆179Sep 30, 2023Updated 2 years ago
- ☆1,356Dec 15, 2023Updated 2 years ago
- First-order knowledge compilation for lifted probabilistic inference☆11Jun 14, 2017Updated 8 years ago
- Meandering In Networks of Entities to Reach Verisimilar Answers☆320May 19, 2019Updated 6 years ago
- kgTransformer: pre-training for reasoning over complex KG queries (KDD 22)☆88Apr 29, 2024Updated last year
- The code of paper Duality-Induced Regularizer for Tensor Factorization Based Knowledge Graph Completion. Zhanqiu Zhang, Jianyu Cai, Jie W…☆51Dec 22, 2021Updated 4 years ago
- A toy SWI-Prolog context-free grammar (CFG) parser, that extracts knowledge (facts) from text.☆21Sep 12, 2017Updated 8 years ago