entity-alignment

There are 11 repositories under entity-alignment topic.

THU-KEG / Entity_Alignment_Papers
Must-read papers on entity alignment published in recent years
entity-alignment knowledge-embedding knowledge-graph
528
nju-websoft / OpenEA
A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs, VLDB 2020
entity-alignment knowledge-graph-embedding
Language:Python 513
zjukg / KG-MM-Survey
Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey
awsome-list cross-modal-retrieval entity-alignment entity-linking image-classification image-generation information-extraction knowledge-graph knowledge-graph-embeddings large-language-models multi-modal-fusion multi-modal-knowledge-graph multi-modal-learning paper-list survey surveys visual-question-answering awsome
260
THU-KEG / EAkit
Entity Alignment toolkit (EAkit), a lightweight, easy-to-use and highly extensible PyTorch implementation of many entity alignment algorithms.
knowledge-graph knowledge-embedding entity-alignment
Language:Python 192
nju-websoft / BootEA
Bootstrapping Entity Alignment with Knowledge Graph Embedding, IJCAI 2018
entity-alignment knowledge-graph-embedding
Language:Python 151
1049451037 / GCN-Align
Code of the paper: Cross-lingual Knowledge Graph Alignment via Graph Convolutional Networks.
knowledge-graph-embeddings entity-alignment
Language:Python 128
nju-websoft / MultiKE
Multi-view Knowledge Graph Embedding for Entity Alignment, IJCAI 2019
knowledge-graph-embedding entity-alignment multiview-learning
Language:Python 113
nju-websoft / muKG
μKG: A Library for Multi-source Knowledge Graph Embeddings and Applications, ISWC 2022
entity-alignment entity-typing link-prediction representation-learning multi-source-knowledge-graphs deep-learning pytorch
Language:Python 109
nju-websoft / RSN
Learning to Exploit Long-term Relational Dependencies in Knowledge Graphs, ICML 2019
knowledge-graph-embedding entity-alignment
Language:Jupyter Notebook 99
nju-websoft / AliNet
Knowledge Graph Alignment Network with Gated Multi-hop Neighborhood Aggregation, AAAI 2020
entity-alignment graph-convolutional-networks knowledge-graph-embedding
Language:Python 98
nju-websoft / JAPE
Cross-Lingual Entity Alignment via Joint Attribute-Preserving Embedding, ISWC 2017
knowledge-graph-embedding entity-alignment
Language:Python 96
StephanieWyt / RDGCN
Source code and datasets for IJCAI 2019 paper: Relation-Aware Entity Alignment for Heterogeneous Knowledge Graphs.
knowledge-graph-embedding entity-alignment graph-neural-networks
Language:Python 75
StephanieWyt / NMN
Source code and datasets for ACL 2020 paper: Neighborhood Matching Network for Entity Alignment.
entity-alignment graph-neural-networks knowledge-graph
Language:Python 71
THUDM / SelfKG
Codes for WWW2022 accepted paper: SelfKG: Self-Supervised Entity Alignment in Knowledge Graphs
entity-alignment self-supervised-learning
Language:Python 67
zjukg / MEAformer
[Paper][ACM MM 2023] MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
entity-alignment meta-learning multi-modal transformer meaformer knowledge-graph alignment modality-alignment
Language:Python 50
nju-websoft / HyperKA
Knowledge Association with Hyperbolic Knowledge Graph Embeddings, EMNLP 2020
knowledge-graph hyperbolic-embeddings knowledge-association entity-alignment type-inference
Language:Python 39
StephanieWyt / HGCN-JE-JR
Source code and datasets for EMNLP 2019 paper: Jointly Learning Entity and Relation Representations for Entity Alignment.
knowledge-graph-embeddings entity-alignment joint-learning graph-neural-networks
Language:Python 39
liyichen-cly / MMEA
MMEA: Entity Alignment for Multi-Modal Knowledge Graphs, KSEM 2020
entity-alignment knowledge-graph multi-modal-learning
Language:Python 37
GentleZhu / CG-MuAlign
Collective Multi-type Entity Alignment Between Knowledge Graphs (WWW'20)
entity-alignment graph-neural-networks knowledge-graph
Language:Python 32
ZJU-DAILY / LargeEA
Source code for LargeEA: Aligning Entities for Large-scale Knowledge Graphs, VLDB 2022
vldb2022 knowledge-graph entity-alignment
Language:Python 32
OpenBGBenchmark / OpenBG-Align
Baselines for CCKS 2022 Task "Product Knowledge Graph Alignment"
entity-alignment knowledge-graph openbg e-commerce
Language:Python 29
zjukg / UMAEA
[Paper][ISWC 2023] Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment
alignment entity-alignment graph knowledge-graph missing-modality transformer ambiguous-visual-modality modality-ambiguous modality-incomplete umaea
Language:Python 28
nju-websoft / TransEdge
TransEdge: Translating Relation-contextualized Embeddings for Knowledge Graphs, ISWC 2019
knowledge-graph-embedding entity-alignment link-prediction
Language:Python 27
eva
cambridgeltl / eva
[AAAI'21] Code release for "Visual Pivoting for (Unsupervised) Entity Alignment".
nlp machine-learning knowledge-graph information-extraction aaai2021 natural-language-processing artificial-intelligence entity-alignment
Language:Python 25
kiez
dobraczka / kiez
🏘️ Hubness reduced nearest neighbor search for entity alignment with knowledge graph embeddings
entity-resolution embedding knowledge-graph hubness nearest-neighbors knowledge-graph-embedding approximate-nearest-neighbor-search entity-alignment
Language:Python 24
ZihengZZH / industry-eval-EA
An Industry Evaluation of Embedding-based Entity Alignment @ COLING'20
knowledge-graph knowledge-graph-alignment entity-alignment biased-seed-mappings industry-benchmark
Language:Python 24
nju-websoft / ContEA
Facing Changes: Continual Entity Alignment for Growing Knowledge Graphs, ISWC 2022
continual-learning entity-alignment knowledge-graph
Language:Python 21
mberr / ea-sota-comparison
Code for paper "A Critical Assessment of State-of-the-Art in Entity Alignment" (https://arxiv.org/abs/2010.16314)
entity-alignment knowledge-graph graph-neural-network word-embedding-evaluation
Language:Python 16
IIEdm / AKE
Guiding Entity Alignment via Adversarial Knowledge Embedding
entity-alignment adversarial-learning
Language:Python 15
ZJU-DAILY / DualMatch
Source code for WWW23 "Unsupervised Entity Alignment for Temporal Knowledge Graphs".
entity-alignment knowledge-graphs
Language:Python 15
ZJU-DAILY / EASY
Source code for Make it Easy: An Effective End-to-End Entity Alignment Framework. SIGIR 2021.
sigir2021 knowlege-graph entity-alignment
Language:Python 14
zjukg / SNAG
[Paper][Preprint 2024] The Power of Noise: Toward a Unified Multi-modal Knowledge Graph Representation Framework
entity-alignment graph knowledge-graph knowledge-graph-completion knowledge-graph-representation link link-prediction missing-modality mmkg multi-modal-knowledge-graph snag transformer unified
Language:Python 11
lyyf2002 / ASGEA
Code for ASGEA: Exploiting Logic Rules from Align-Subgraphs for Entity Alignment
alignment entity-alignment knowledge-graph multi-modal asgea
Language:Python 10
Mockingjay-liu / RAEA-model-for-Entity-Alignment
The Pytorch implementation of RAEA model, corresponding to the World Wide Wed 2023 paper "Cross-platform Product Matching based on Entity Alignment of Knowledge Graph with RAEA model", which achieves competive performance on entity alignment in DBP15k and DBP100k datasets.
entity-alignment graph-neural-network knowledge-graph product-matching
Language:Python 9
ScaDS / MovieGraphBenchmark
📽 Benchmark datasets for Entity Resolution on Knowledge Graphs
entity-resolution knowledge-graph benchmark dataset movies entity-alignment
Language:Python 8
Xiefeng69 / GAEA
[PAKDD2023] Improving Knowledge Graph Entity Alignment with Graph Augmentation
contrastive-learning entity-alignment graph-neural-networks knowledge-graph
Language:Python 8

entity-alignment

THU-KEG / Entity_Alignment_Papers

nju-websoft / OpenEA

zjukg / KG-MM-Survey

THU-KEG / EAkit

nju-websoft / BootEA

1049451037 / GCN-Align

nju-websoft / MultiKE

nju-websoft / muKG

nju-websoft / RSN

nju-websoft / AliNet

nju-websoft / JAPE

StephanieWyt / RDGCN

StephanieWyt / NMN

THUDM / SelfKG

zjukg / MEAformer

nju-websoft / HyperKA

StephanieWyt / HGCN-JE-JR

liyichen-cly / MMEA

GentleZhu / CG-MuAlign

ZJU-DAILY / LargeEA

OpenBGBenchmark / OpenBG-Align

zjukg / UMAEA

nju-websoft / TransEdge

cambridgeltl / eva

dobraczka / kiez

ZihengZZH / industry-eval-EA

nju-websoft / ContEA

mberr / ea-sota-comparison

IIEdm / AKE

ZJU-DAILY / DualMatch

ZJU-DAILY / EASY

zjukg / SNAG

lyyf2002 / ASGEA

Mockingjay-liu / RAEA-model-for-Entity-Alignment

ScaDS / MovieGraphBenchmark

Xiefeng69 / GAEA