Some papers on Knowledge Graph Embedding(KGE)
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Oct 1, 2022
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knowledge-graph-embedding
Here are 32 public repositories matching this topic...
A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs, VLDB 2020
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Mar 1, 2022 - Python
Bootstrapping Entity Alignment with Knowledge Graph Embedding, IJCAI 2018
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Dec 26, 2019 - Python
Recommendation system based on knowledge graph embedding
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Dec 23, 2019 - Python
Multi-view Knowledge Graph Embedding for Entity Alignment, IJCAI 2019
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Feb 18, 2021 - Python
Learning to Exploit Long-term Relational Dependencies in Knowledge Graphs, ICML 2019
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Oct 20, 2019 - Jupyter Notebook
Implementation of TransE model in PyTorch.
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Jun 21, 2022 - Python
Cross-Lingual Entity Alignment via Joint Attribute-Preserving Embedding, ISWC 2017
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Aug 27, 2019 - Python
Source code and datasets for IJCAI 2019 paper: Relation-Aware Entity Alignment for Heterogeneous Knowledge Graphs.
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Sep 5, 2020 - Python
The code of paper Duality-Induced Regularizer for Tensor Factorization Based Knowledge Graph Completion. Zhanqiu Zhang, Jianyu Cai, Jie Wang. NeurIPS 2020.
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Dec 22, 2021 - Python
TransEdge: Translating Relation-contextualized Embeddings for Knowledge Graphs, ISWC 2019
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Dec 21, 2019 - Python
A Python library for knowledge graph representation learning (graph embedding).
machine-learning
deep-learning
graph
graph-algorithms
knowledge-graph
embedding
link-prediction
knowledge-graph-embedding
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Jul 31, 2022 - Python
Code for "Highly Efficient Knowledge Graph Embedding Learning with Closed-Form Orthogonal Procrustes Analysis" (NAACL 2021)
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Jun 16, 2022 - Python
Must-read papers on Knowledge Graph Embedding
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Oct 15, 2020
Hubness reduced nearest neighbor search for entity alignment with knowledge graph embeddings
entity-resolution
knowledge-graph
nearest-neighbors
approximate-nearest-neighbor-search
embedding
hubness
knowledge-graph-embedding
entity-alignment
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Jul 20, 2022 - Python
OntoEA: Ontology-guided Entity Alignment via Joint Knowledge Graph Embedding @ ACL'21
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Nov 15, 2021 - Python
Analyzing knowledge graph embedding methods, including TransE, DistMult, CP, SimplE, ComplEx, Quaternion
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Oct 5, 2022 - Python
Source code for the SIGIR 2022 paper "Meta-Knowledge Transfer for Inductive Knowledge Graph Embedding"
knowledge-graph
meta-learning
graph-neural-networks
knowledge-graph-embedding
inductive-learning
sigir2022
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Jul 22, 2022 - Python
Some related projects and research about knowledge graph completion task
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Apr 28, 2021
Uncertain Knowledge Graphs Embedding with BERT Pretrained Language Model
natural-language-processing
commonsense-reasoning
knowledge-graph-embedding
uncertainty-reasoning
confidence-predicting
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Jul 13, 2022 - Python
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