[ACL2024] Progressively Modality Freezing for Multi-Modal Entity Alignment
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Updated
Aug 8, 2024
[ACL2024] Progressively Modality Freezing for Multi-Modal Entity Alignment
[Paper][ACM MM 2023] MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid
🧱 blocking methods for entity resolution
🗃️ Small library to simplify collecting and loading of entity alignment benchmark datasets
Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey
🏘️ Hubness reduced nearest neighbor search for entity alignment with knowledge graph embeddings
A series of articles by CEAIT Team of Digital Catapult
[Paper][Preprint 2024] The Power of Noise: Toward a Unified Multi-modal Knowledge Graph Representation Framework
[Paper][ISWC 2023] Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment
📽 Benchmark datasets for Entity Resolution on Knowledge Graphs
A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs, VLDB 2020
Code for ASGEA: Exploiting Logic Rules from Align-Subgraphs for Entity Alignment
[PAKDD2023] Improving Knowledge Graph Entity Alignment with Graph Augmentation
[EMNLP2023] MixTEA: Semi-supervised Entity Alignment with Mixture Teaching
Must-read papers on entity alignment published in recent years
What Makes Entities Similar? A Similarity Flooding Perspective for Multi-sourced Knowledge Graph Embeddings, ICML 2023
Repository For [ICASSP2023] [VISION, DEDUCTION AND ALIGNMENT: AN EMPIRICAL STUDY ON MULTI-MODAL KNOWLEDGE GRAPH 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 WWW23 "Unsupervised Entity Alignment for Temporal Knowledge Graphs".
Code for paper "Active Learning for Entity Alignment" (https://arxiv.org/abs/2001.08943)
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