knowledge-graph-completion

There are 13 repositories under knowledge-graph-completion topic.

shaoxiongji / knowledge-graphs
A collection of research on knowledge graphs
knowledge-graph representation-learning relation-extraction reasoning natural-language-processing temporal-knowledge-graph ner commonsense meta-relational-learning cross-modal knowledge-graph-completion question-answering dialogue-systems recommendation-systems information-retrieval survey paper
Language:JavaScript 1604
xinguoxia / KGE
Some papers on Knowledge Graph Embedding(KGE)
knowledge-base-completion knowledge-base-reasoning knowledge-graph-completion knowledge-graph-embedding knowledge-graph-reasoning knowledge-graph-representation
924
woojeongjin / dynamic-KG
Dynamic (Temporal) Knowledge Graph Completion (Reasoning)
knowledge-graph-completion dynamic knowledge-base knowledge-graph temporal-data
573
vaticle / typedb-ml
TypeDB-ML is the Machine Learning integrations library for TypeDB
grakn graql machine-learning artificial-intelligence ml knowledge-graph knowledgebase link-prediction relational-learning knowledge-graph-completion graph-convolutional-networks graph-networks neural-network python tensorflow graph graphs ai geometric-deep-learning
Language:Python 550
zjukg / NeuralKG
[Tool] For Knowledge Graph Representation Learning
deep-learning knowledge-graph knowledge-graph-completion knowledge-graph-embeddings link-prediction machine-learning neuralkg python pytorch-lightning
Language:Python 312
mana-ysh / knowledge-graph-embeddings
Implementations of Embedding-based methods for Knowledge Base Completion tasks
knowledge-graph-completion embedding-models knowledge-graph-embeddings knowledge-graph
Language:Python 253
zjunlp / AutoKG
Code and dataset for the paper "LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities".
chatgpt event-extraction gpt4 information-extraction knowledge-graph knowledge-graph-completion knowledge-graph-construction link-prediction relation-extraction relational-triple-extraction large-language-models
Language:Python 252
villmow / datasets_knowledge_embedding
Datasets for Knowledge Graph Completion with textual information about the entities
knowledge-graph knowledge-graphs-embeddings knowledgebase dataset text wn18 wn18rr wordnet knowledge-graph-completion kgc
248
MIRALab-USTC / KGE-HAKE
The code of paper Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction. Zhanqiu Zhang, Jianyu Cai, Yongdong Zhang, Jie Wang. AAAI 2020.
knowledge-graph knowledge-graph-completion knowledge-graph-embeddings
Language:Python 235
daiquocnguyen / ConvKB
A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network (NAACL 2018) (Pytorch and Tensorflow)
knowledge-base-completion knowledge-base-embeddings link-prediction knowledge-graph-completion knowledge-graph-embeddings wn18rr fb15k237 convolutional-neural-network pytorch-implementation knowledge-graphs
Language:Python 200
intfloat / SimKGC
ACL 2022, SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models
contrastive-learning knowledge-graph-completion natural-language-processing
Language:Python 163
mklimasz / TransE-PyTorch
Implementation of TransE model in PyTorch.
knowledge-graph-embeddings knowledge-graph-embedding link-prediction knowledge-graph-completion
Language:Python 145
Mehran-k / SimplE
SimplE Embedding for Link Prediction in Knowledge Graphs
knowledge-graph knowledgebase link-prediction knowledge-graph-completion knowledge-graph-embeddings relational-learning tensor-factorization tensorflow knowledge-base knowledge-base-completion statistical-relational-learning starai
Language:Python 142
daiquocnguyen / CapsE
A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization (NAACL 2019)
knowledge-graph-completion knowledge-graph-embeddings link-prediction knowledge-base-completion knowledge-base-embeddings search-personalization capsule-network capsule-neural-networks knowledge-graph knowledge-base
Language:Python 141
svjan5 / kg-reeval
ACL 2020: A Re-evaluation of Knowledge Graph Completion Methods
acl2020 deep-learning knowledge-graph knowledge-graph-completion
Language:Python 139
bxshi / ConMask
ConMask model described in paper Open-world Knowledge Graph Completion.
knowledge-graph-completion conmask-model dataset tensorflow network-embedding representation-learning
Language:Python 107
JD-AI-Research-Silicon-Valley / SACN
End-to-end Structure-Aware Convolutional Networks for Knowledge Base Completion
knowledge-graph-completion knowledge-graph pytorch graph-convolutional-networks sacn
Language:Python 107
zjunlp / Relphormer
[Neurocomputing 2023] Relational Graph Transformer for Knowledge Graph Representation
kg transformer knowledge-graph knowledge-graph-completion question-answering recommendation-system knowledge-graph-representation fb15k-237 link-prediction umls wn18rr relphormer
Language:Python 103
dapurv5 / neural_kbqa
Knowledge Base Question Answering using memory networks
tensorflow tensorflow-experiments deep-learning question-answering memory-network python knowledge-graph-completion machine-learning natural-language-processing
Language:Python 89
malllabiisc / InteractE
AAAI 2020 - InteractE: Improving Convolution-based Knowledge Graph Embeddings by Increasing Feature Interactions
aaai2020 deep-learning knowledge-graph-completion knowledge-graph-embeddings pytorch
Language:Python 86
zjukg / KoPA
[Paper][Preprint 2023] Making Large Language Models Perform Better in Knowledge Graph Completion
instruction-tuning knowledge-graph knowledge-graph-completion knowledge-graph-embeddings large-language-models multi-modal multimodal-large-language-models
Language:Python 85
bxshi / ProjE
Embedding Projection for Knowledge Graph Completion
knowledge-graph-completion neural-network tensorflow
Language:Python 76
nju-websoft / DSKG
deep-sequential-model knowledge-graph-completion recurrent-neural-network
Language:Jupyter Notebook 66
datquocnguyen / STransE
STransE: a novel embedding model of entities and relationships in knowledge bases (NAACL 2016)
knowledge-graph-completion link-prediction transe stranse knowledge-base-completion knowledge-graph-embeddings embedding-models
Language:C++ 53
MIRALab-USTC / KGE-DURA
The code of paper Duality-Induced Regularizer for Tensor Factorization Based Knowledge Graph Completion. Zhanqiu Zhang, Jianyu Cai, Jie Wang. NeurIPS 2020.
tensor-factorization knowledge-graph-completion knowledge-graph knowledge-graph-embedding kge-dura
Language:Python 50
daiquocnguyen / GNN-NoGE
Graph Neural Networks for Knowledge Graph Link Prediction (WSDM 2022) (Pytorch)
knowledge-graph-embeddings knowledge-graph-completion link-prediction graph-neural-networks knowledge-base-completion hamilton-product graph-representation-learning quaternion-algebra
Language:Python 49
daiquocnguyen / QuatRE
QuatRE: Relation-Aware Quaternions for Knowledge Graph Embeddings (TheWebConf WWW 2022) (Pytorch)
knowledge-graph-embeddings knowledge-graph-completion knowledge-base-completion link-prediction quaternion-algebra hamilton-product
Language:Python 34
GemsLab / KGist
Knowledge Graph summarization for anomaly/error detection & completion (WebConf '20)
knowledge-graph knowledge-graph-completion minimum-description-length dbpedia nell rule-mining graph-summarization mdl webconf www2020
Language:Python 33
vinhsuhi / JMAC
Joint Multilingual Knowledge Graph Completion and Alignment (Findings of EMNLP 2022) (Pytorch)
jmac knowledge-graph-alignment knowledge-graph-completion knowledge-graph-embeddings
Language:Python 33
RManLuo / NP-FKGC
Official code implementation for SIGIR 23 paper Normalizing Flow-based Neural Process for Few-Shot Knowledge Graph Completion
few-shot-learning gnn graph-neural-networks knowledge-graph knowledge-graph-completion neural-processes sigir
Language:Python 32
GKNL / SMiLE
[EMNLP 2022 Findings] SMiLE: Schema-augmented Multi-level Contrastive Learning for Knowledge Graph Link Prediction
contrastive-learning knowledge-graph knowledge-graph-completion knowledge-representation link-prediction
Language:Python 22
MIRALab-USTC / KGEPapers
Must-read papers on Knowledge Graph Embedding
knowledge-graph knowledge-graph-completion knowledge-graph-embedding paper-list
22
zhangfw123 / TLT-KGE
Along the Time: Timeline-traced Embedding for Temporal Knowledge Graph Completion
knowledge-graph knowledge-graph-completion knowledge-graph-embedding knowledge-graph-embeddings temporal-knowledge-graph temporal-knowledge-graphs
Language:Python 21
spacewalk01 / cnn-lstm-for-link-prediction
Keras implementation of path-based link prediction model for knowledge graph completion
knowledge-graph lstm cnn keras lstm-cnn bi-lstm knowledge-graph-completion knowledge-graph-embeddings convolutional-neural-networks tensorflow
Language:Python 20
RichardHGL / UPGAN
This repository contains the source code for the WWW 2020 paper "Mining Implicit Entity Preference from User-Item Interaction Data for Knowledge Graph Completion via Adversarial Learning"
generative-adversarial-network knowledge-graph knowledge-graph-completion user-preferences
Language:Python 17
nicolas-hbt / versatile-embeddings
Learn Versatile Knowledge Graph Embeddings by Capturing Semantics with MASCHInE
clustering knowledge-graph knowledge-graph-completion knowledge-graph-embeddings link-prediction node-classification ontology semantic-web
Language:Python 15