industry-eval-EA

Must-read papers on entity alignment published in recent years

Entity Alignment toolkit (EAkit), a lightweight, easy-to-use and highly extensible PyTorch implementation of many entity alignment algorithms.

Source code and datasets for IJCAI 2019 paper: Relation-Aware Entity Alignment for Heterogeneous Knowledge Graphs.

Source code and datasets for ACL 2020 paper: Neighborhood Matching Network for Entity Alignment.

[Paper][ACM MM 2023] MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid

(NeurIPS‘24) LLM4EA: <Entity Alignment with Noisy Annotations from Large Language Models>

[KSEM 2020] MMEA: Entity Alignment for Multi-Modal Knowledge Graphs

Knowledge Association with Hyperbolic Knowledge Graph Embeddings, EMNLP 2020

Source code and datasets for EMNLP 2019 paper: Jointly Learning Entity and Relation Representations for Entity Alignment.

[Paper][ISWC 2023] Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment