A series of articles by CEAIT Team of Digital Catapult
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Updated
Apr 10, 2024
A series of articles by CEAIT Team of Digital Catapult
Guiding Cross-Lingual Entity Alignment via Adversarial Knowledge Embedding (ICDM 2019)
🧱 blocking methods for entity resolution
Repository For [ICASSP2023] [VISION, DEDUCTION AND ALIGNMENT: AN EMPIRICAL STUDY ON MULTI-MODAL KNOWLEDGE GRAPH ALIGNMENT]
[EMNLP2023] MixTEA: Semi-supervised Entity Alignment with Mixture Teaching
What Makes Entities Similar? A Similarity Flooding Perspective for Multi-sourced Knowledge Graph Embeddings, ICML 2023
Code for paper "Active Learning for Entity Alignment" (https://arxiv.org/abs/2001.08943)
🗃️ Small library to simplify collecting and loading of entity alignment benchmark datasets
Must-read papers for knowledge graph entity alignment.
Semantics Driven Embedding Learning for Effective Entity Alignment, ICDE 2022
Source code for KDD22 ClusterEA: Scalable Entity Alignment with Stochastic Training and Normalized Mini-batch Similarities
Awesome Entity Alignment is a collection of EA techniques, including papers, codes, and datasets.
Code for the paper "On the Ambiguity of Rank-Based Evaluation of Entity Alignment or Link Prediction Methods" (https://arxiv.org/abs/2002.06914)
[PAKDD2023] Improving Knowledge Graph Entity Alignment with Graph Augmentation
📽 Benchmark datasets for Entity Resolution on Knowledge Graphs
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.
Code for ASGEA: Exploiting Logic Rules from Align-Subgraphs for Entity Alignment
[Paper][Preprint 2024] The Power of Noise: Toward a Unified Multi-modal Knowledge Graph Representation Framework
Guiding Entity Alignment via Adversarial Knowledge Embedding
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