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Search results for knowledge graph embeddings
knowledge-graph-embeddings
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66 search results found
Ampligraph
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1,963
Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org
Pykeen
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1,498
🤖 A Python library for learning and evaluating knowledge graph embeddings
Kge
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862
Some papers on Knowledge Graph Embedding(KGE)
Knowledge Graph Learning
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662
A curated list of awesome knowledge graph tutorials, projects and communities.
Openea
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470
A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs, VLDB 2020
Drkg
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372
A knowledge graph and a set of tools for drug repurposing
Neuralkg
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263
[Tool] For Knowledge Graph Representation Learning
Knowledge Graph Embeddings
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221
Implementations of Embedding-based methods for Knowledge Base Completion tasks
Kbgan
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170
Code for "KBGAN: Adversarial Learning for Knowledge Graph Embeddings" https://arxiv.org/abs/1711.04071
Convkb
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149
A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network (NAACL 2018) (Pytorch and Tensorflow)
Capse
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114
A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization (NAACL 2019)
Kge Hake
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105
The code of paper Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction. Zhanqiu Zhang, Jianyu Cai, Yongdong Zhang, Jie Wang. AAAI 2020.
Simple
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92
SimplE Embedding for Link Prediction in Knowledge Graphs
Jape
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88
Cross-Lingual Entity Alignment via Joint Attribute-Preserving Embedding, ISWC 2017
Bootea
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84
Bootstrapping Entity Alignment with Knowledge Graph Embedding, IJCAI 2018
Gcn Align
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72
Code of the paper: Cross-lingual Knowledge Graph Alignment via Graph Convolutional Networks.
Alinet
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72
Knowledge Graph Alignment Network with Gated Multi-hop Neighborhood Aggregation, AAAI 2020
R Men
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70
Transformer-based Memory Networks for Knowledge Graph Embeddings (ACL 2020) (Pytorch and Tensorflow)
Cesi
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70
WWW 2018: CESI: Canonicalizing Open Knowledge Bases using Embeddings and Side Information
Rsn
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70
Learning to Exploit Long-term Relational Dependencies in Knowledge Graphs, ICML 2019
Kopa
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67
[Paper][Preprint 2023] Making Large Language Models Perform Better in Knowledge Graph Completion
Multike
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63
Multi-view Knowledge Graph Embedding for Entity Alignment, IJCAI 2019
Transe Pytorch
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63
Implementation of TransE model in PyTorch.
Transc
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62
Source code and datasets of EMNLP2018 paper: "Differentiating Concepts and Instances for Knowledge Graph Embedding".
Knowledge_graph_wander
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58
A collection of papers, codes, projects, tutorials ... for Knowledge Graph and other NLP methods
Mkb
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54
Knowledge Base Embedding By Cooperative Knowledge Distillation
Codex
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46
CoDEx: A set of knowledge graph Completion Datasets Extracted from Wikidata and Wikipedia
Biokeen
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43
A computational library for learning and evaluating biological knowledge graph embeddings - please see the main PyKEEN repo at https://github.com/pykeen/pykeen/
Stranse
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42
STransE: a novel embedding model of entities and relationships in knowledge bases (NAACL 2016)
Rdgcn
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41
Source code and datasets for IJCAI 2019 paper: Relation-Aware Entity Alignment for Heterogeneous Knowledge Graphs.
Cogkge
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41
CogKGE: A Knowledge Graph Embedding Toolkit and Benchmark for Representing Multi-source and Heterogeneous Knowledge. ACL 2022
Knn Kg
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39
Code for the NLPCC2023 paper "Reasoning Through Memorization: Nearest Neighbor Knowledge Graph Embeddings with Language Models"
Interacte
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33
AAAI 2020 - InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions
Jrdf2vec
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31
A high-performance Java Implementation of RDF2Vec
Kgem In Drug Discovery
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26
Code to accompany the "Understanding the Performance of Knowledge Graph Embeddings in Drug Discovery" manuscript (Artificial Intelligence in the Life Sciences, 2022)
Quatre
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25
QuatRE: Relation-Aware Quaternions for Knowledge Graph Embeddings (TheWebConf WWW 2022) (Pytorch)
Kge Dura
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24
The code of paper Duality-Induced Regularizer for Tensor Factorization Based Knowledge Graph Completion. Zhanqiu Zhang, Jianyu Cai, Jie Wang. NeurIPS 2020.
Hgcn Je Jr
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22
Source code and datasets for EMNLP 2019 paper: Jointly Learning Entity and Relation Representations for Entity Alignment.
Kiez
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22
🏘️ Hubness reduced nearest neighbor search for entity alignment with knowledge graph embeddings
Benchmarking
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21
📊 Results from the reproducibility and benchmarking studies presented in "Bringing Light Into the Dark: A Large-scale Evaluation of Knowledge Graph Embedding Models Under a Unified Framework" (http://arxiv.org/abs/2006.13365)
Jmac
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20
Joint Multilingual Knowledge Graph Completion and Alignment (Findings of EMNLP 2022) (Pytorch)
Analyzekge
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19
Analyzing knowledge graph embedding methods, including TransE, DistMult, CP, SimplE, ComplEx, Quaternion
Procrustes Kge
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18
Code for "Highly Efficient Knowledge Graph Embedding Learning with Closed-Form Orthogonal Procrustes Analysis" (NAACL 2021)
Doctoral Thesis
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17
Generation and Applications of Knowledge Graphs in Systems and Networks Biology
Tlt Kge
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17
Along the Time: Timeline-traced Embedding for Temporal Knowledge Graph Completion
Ld Connect
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16
LD Connect is a Linked Data portal for IOS Press in collaboration with the STKO Lab at UC Santa Barbara.
Cnn Lstm For Link Prediction
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16
Keras implementation of path-based link prediction model for knowledge graph completion
Emgraph
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16
A Python library for knowledge graph representation learning (graph embedding).
Transedge
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14
TransEdge: Translating Relation-contextualized Embeddings for Knowledge Graphs, ISWC 2019
Semantic Lossfunc
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13
Treat Different Negatives Differently: Enriching Loss Functions with Domain and Range Constraints for Link Prediction
Clep
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13
🤖 A Python Package for generating new patient representations driven by data and prior knowledge
Meim Kge
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12
Including W2V, DistMult, CP, SimplE, ComplEx, RotatE, Quaternion, MEI, MEIM. Paper: MEIM: Multi-partition Embedding Interaction Beyond Block Term Format for Efficient and Expressive Link Prediction (IJCAI 2022).
Tkger
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12
Some papers on Temporal Knowledge Graph Embedding and Reasoning
Versatile Embeddings
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11
Learn Versatile Knowledge Graph Embeddings by Capturing Semantics with MASCHInE
Recommendation System Based On Knowledge Graph Embedding
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10
Recommendation system based on knowledge graph embedding
Lowfer
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10
LowFER: Low-rank Bilinear Pooling for Link Prediction (ICML 2020)
Symmetry Learning Kgc
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10
Python implementation of "Data-dependent Learning of Symmetric/Antisymmetric Relations for Knowledge Base Completion [Manabe+. 2018]"
Kg2vec
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8
Reproduceing the models of Knowledge Representation Learning (KRL), such as TransE, TransH etc.
Neptune
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8
Code for NePTuNe: Neural Powered Tucker Network for Knowledge Graph Completion
Deeppathwithtensorforce
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8
DeepPath - A Deep Reinforcement Learning Method for Knowledge Graph Reasoning using TensorForce
Kgepapers
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8
Must-read papers on Knowledge Graph Embedding
Gnn Noge
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7
Graph Neural Networks for Knowledge Graph Link Prediction (WSDM 2022) (Pytorch)
Ukgebert
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6
Uncertain Knowledge Graphs Embedding with BERT Pretrained Language Model
Ontoea
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6
OntoEA: Ontology-guided Entity Alignment via Joint Knowledge Graph Embedding @ ACL'21
Chronokge
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5
ChronoKGE - A knowledge graph embedding framework for time-focused representation learning (RepL4NLP @ ACL 2022)
Fundamentals
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5
During my research, I happen to enjoy implementing algorithms from scratch. Through Fundamentals, I like to share my experiences with others.
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Python Knowledge Graph Embeddings (50)
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