Few-shot Low-resource Knowledge Graph Completion with Multi-view Task Representation Generation

Author:

Pei Shichao1ORCID,Kou Ziyi1ORCID,Zhang Qiannan2ORCID,Zhang Xiangliang1ORCID

Affiliation:

1. The University of Notre Dame, Notre Dame, USA

2. King Abdullah University of Science and Technology, Thuwal, Saudi Arabia

Funder

The University of Notre Dame

Publisher

ACM

Reference52 articles.

1. Stephen Bonner , Ian P Barrett , Cheng Ye , Rowan Swiers , Ola Engkvist , Andreas Bender , Charles Tapley Hoyt, and William Hamilton . 2021 . A review of biomedical datasets relating to drug discovery: A knowledge graph perspective. arXiv preprint arXiv:2102.10062 (2021). Stephen Bonner, Ian P Barrett, Cheng Ye, Rowan Swiers, Ola Engkvist, Andreas Bender, Charles Tapley Hoyt, and William Hamilton. 2021. A review of biomedical datasets relating to drug discovery: A knowledge graph perspective. arXiv preprint arXiv:2102.10062 (2021).

2. Antoine Bordes , Nicolas Usunier , Alberto Garcia-Duran , Jason Weston , and Oksana Yakhnenko . 2013. Translating embeddings for modeling multi-relational data. Advances in neural information processing systems , Vol. 26 ( 2013 ). Antoine Bordes, Nicolas Usunier, Alberto Garcia-Duran, Jason Weston, and Oksana Yakhnenko. 2013. Translating embeddings for modeling multi-relational data. Advances in neural information processing systems , Vol. 26 (2013).

3. Multi-Channel Graph Neural Network for Entity Alignment

4. Mingyang Chen Wen Zhang Wei Zhang Qiang Chen and Huajun Chen. 2019. Meta Relational Learning for Few-Shot Link Prediction in Knowledge Graphs. In EMNLP-IJCNLP. 4217--4226. Mingyang Chen Wen Zhang Wei Zhang Qiang Chen and Huajun Chen. 2019. Meta Relational Learning for Few-Shot Link Prediction in Knowledge Graphs. In EMNLP-IJCNLP. 4217--4226.

5. Tianqi Chen , Ian Goodfellow , and Jonathon Shlens . 2015. Net2net: Accelerating learning via knowledge transfer. arXiv preprint arXiv:1511.05641 ( 2015 ). Tianqi Chen, Ian Goodfellow, and Jonathon Shlens. 2015. Net2net: Accelerating learning via knowledge transfer. arXiv preprint arXiv:1511.05641 (2015).

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