Repository For [ICASSP2023] [VISION, DEDUCTION AND ALIGNMENT: AN EMPIRICAL STUDY ON MULTI-MODAL KNOWLEDGE GRAPH ALIGNMENT]

Code for paper "Active Learning for Entity Alignment" (https://arxiv.org/abs/2001.08943)

A series of articles by CEAIT Team of Digital Catapult

[EMNLP2023] MixTEA: Semi-supervised Entity Alignment with Mixture Teaching

[ACL2024] Progressively Modality Freezing for Multi-Modal Entity Alignment

Explicit-Implicit Entity Alignment Method in Multi-modal Knowledge Graphs

Code for the paper "On the Ambiguity of Rank-Based Evaluation of Entity Alignment or Link Prediction Methods" (https://arxiv.org/abs/2002.06914)

Source code for Make it Easy: An Effective End-to-End Entity Alignment Framework. SIGIR 2021.

Must-read papers on Entity Alignment

An Industry Evaluation of Embedding-based Entity Alignment @ COLING'20

[PAKDD2023] Improving Knowledge Graph Entity Alignment with Graph Augmentation

What Makes Entities Similar? A Similarity Flooding Perspective for Multi-sourced Knowledge Graph Embeddings, ICML 2023

🧱 blocking methods for entity resolution

Code for ASGEA: Exploiting Logic Rules from Align-Subgraphs 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.

Source code for KDD22 ClusterEA: Scalable Entity Alignment with Stochastic Training and Normalized Mini-batch Similarities

Source code for WWW23 "Unsupervised Entity Alignment for Temporal Knowledge Graphs".

[Paper][Preprint 2024] The Power of Noise: Toward a Unified Multi-modal Knowledge Graph Representation Framework

Awesome Entity Alignment is a collection of EA techniques, including papers, codes, and datasets.

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