NativE: Multi-modal Knowledge Graph Completion in the Wild

Author:

Zhang Yichi1ORCID,Chen Zhuo1ORCID,Guo Lingbing1ORCID,Xu Yajing2ORCID,Hu Binbin3ORCID,Liu Ziqi3ORCID,Zhang Wen4ORCID,Chen Huajun4ORCID

Affiliation:

1. Zhejiang University, Hangzhou, Zhejiang, China

2. Zhejiang Univerisity, Hangzhou, Zhejiang, China

3. Ant Group, Hangzhou, Zhejiang, China

4. Zhejiang University & Zhejiang University-Ant Group Joint Laboratory of Knowledge Graph, Hangzhou, Zhejiang, China

Funder

Zhejiang Provincial Natural Science Foundation of China

Ningbo Natural Science Foundation

Fundamental Research Funds for the Central Universities

National Natural Science Foundation of China

Yongjiang Talent Introduction Programme

Publisher

ACM

Reference67 articles.

1. Martín Arjovsky, Soumith Chintala, and Léon Bottou. 2017. Wasserstein GAN. CoRR, Vol. abs/1701.07875 (2017).

2. Ivana Balazevic, Carl Allen, and Timothy M. Hospedales. 2019. TuckER: Tensor Factorization for Knowledge Graph Completion. In EMNLP/IJCNLP (1). Association for Computational Linguistics, 5184--5193.

3. Antoine Bordes Nicolas Usunier Alberto García-Durán Jason Weston and Oksana Yakhnenko. 2013. Translating Embeddings for Modeling Multi-relational Data. In NIPS. 2787--2795.

4. KBGAN: Adversarial Learning for Knowledge Graph Embeddings

5. Zongsheng Cao, Qianqian Xu, Zhiyong Yang, Yuan He, Xiaochun Cao, and Qingming Huang. 2022. OTKGE: Multi-modal Knowledge Graph Embeddings via Optimal Transport. In NeurIPS.

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