Leveraging Relation Attention Mechanisms for Enhanced Knowledge Graph Completion with Embedding Translation

Shi, Jiahao and Lin, Zhengping and Zhou, Yuzhong and Yang, Yuliang and Lin, Jie (2025) Leveraging Relation Attention Mechanisms for Enhanced Knowledge Graph Completion with Embedding Translation. EAI Endorsed Transactions on Scalable Information Systems.

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Abstract

In this paper, we propose a novel knowledge graph completion framework to leverage a relation-specific attention mechanism integrated with an embedding translation strategy to improve the accuracy and contextual understanding of link prediction tasks. Unlike traditional models that rely on fixed tra

Item Type: Article
Date Deposited: 04 Mar 2026 20:16
Last Modified: 10 Apr 2026 18:10
URI: http://eprints.eai.eu/id/eprint/59990

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