Meta-Knowledge Transfer for Inductive Knowledge Graph Embedding

Author:

Chen Mingyang1,Zhang Wen1,Zhu Yushan1,Zhou Hongting1,Yuan Zonggang2,Xu Changliang3,Chen Huajun4

Affiliation:

1. Zhejiang University, Hangzhou, China

2. Huawei Technologies Co., Ltd., Nanjing, China

3. State Key Laboratory of Media Convergence Production Technology and Systems, Beijing, China

4. Zhejiang University & Alibaba-Zhejiang University Joint Institute of Frontier Technologies, Hangzhou, China

Funder

Zhejiang Provincial Natural Science Foundation of China

Ningbo Natural Science Foundation

National Natural Science Foundation of China

Yongjiang Talent Introduction Programme

Publisher

ACM

Reference66 articles.

1. Jinheon Baek , Dong Bok Lee, and Sung Ju Hwang . 2020 . Learning to Extrapolate Knowledge : Transductive Few-shot Out-of-Graph Link Prediction. In NeurIPS . Jinheon Baek, Dong Bok Lee, and Sung Ju Hwang. 2020. Learning to Extrapolate Knowledge: Transductive Few-shot Out-of-Graph Link Prediction. In NeurIPS .

2. Kurt D. Bollacker Colin Evans Praveen K. Paritosh Tim Sturge and Jamie Taylor. 2008. Freebase: a collaboratively created graph database for structuring human knowledge. In SIGMOD. Kurt D. Bollacker Colin Evans Praveen K. Paritosh Tim Sturge and Jamie Taylor. 2008. Freebase: a collaboratively created graph database for structuring human knowledge. In SIGMOD.

3. Antoine Bordes Nicolas Usunier Alberto Garcia-Duran Jason Weston and Oksana Yakhnenko. 2013. Translating embeddings for modeling multi-relational data. In NIPS . Antoine Bordes Nicolas Usunier Alberto Garcia-Duran Jason Weston and Oksana Yakhnenko. 2013. Translating embeddings for modeling multi-relational data. In NIPS .

4. Andrew Carlson Justin Betteridge Bryan Kisiel Burr Settles Estevam R Hruschka and Tom M Mitchell. 2010. Toward an architecture for never-ending language learning. In AAAI . Andrew Carlson Justin Betteridge Bryan Kisiel Burr Settles Estevam R Hruschka and Tom M Mitchell. 2010. Toward an architecture for never-ending language learning. In AAAI .

5. Jiajun Chen Huarui He Feng Wu and Jie Wang. 2021 a. Topology-Aware Correlations Between Relations for Inductive Link Prediction in Knowledge Graphs. In AAAI. 6271--6278. Jiajun Chen Huarui He Feng Wu and Jie Wang. 2021 a. Topology-Aware Correlations Between Relations for Inductive Link Prediction in Knowledge Graphs. In AAAI. 6271--6278.

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