Xiuning Wang on Muck Rack

Xiuning Wang

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Articles

Towards the expressive power of translating approach for knowledge graph completion

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By Panfeng Chen, Hui Li, Xibin Wang, Xin Zhou, Minggan Xiao, Xiuning Wang
| Nature Verified
Abstract The pessimistic conclusions from previous research on the Expressive Power of translating approaches for knowledge graph completion are investigated and rethought. To this end, a novel model RosE is formulated by introducing two degrees of freedom and outperforms traditional translation-based models on widely used datasets such as FB15k, WN18, FB15k237, and WN18RR.
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