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NonLowFER: Neural Network Powered Low-rank Bilinear Pooling for Link Prediction on Knowledge Graph

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NeuPLowFER

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FB15K-237 Experiment

Model MRR MR Hits@1 Hits@3 Hits@10
TuckER 0.358 0.266 0.394 0.544
LowFER 0.359 0.266 0.396 0.544
NeuLowFER (Ours) 0.36 174 0.269 0.393 0.545

WN18RR

Model MRR MR Hits@1 Hits@3 Hits@10
TuckER 0.47 0.443 0.482 0.526
LowFER 0.465 0.434 0.479 0.526
NeuLowFER (Ours) 0.47 5807 0.44 0.4844 0.525

Contact

Nhut-Nam Le - @Namlee298 - lenam.fithcmus@gmail.com

Project Link: https://github.com/nhutnamhcmus/NeuPLowFER

This project build upon LowFER project: https://github.com/suamin/LowFER

Acknowledgements

This research is funded by the University of Science, VNU-HCM, Vietnam under grant number CNTT 2022-2 and Advanced Program in Computer Science.

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NonLowFER: Neural Network Powered Low-rank Bilinear Pooling for Link Prediction on Knowledge Graph

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