TIVA-KG: A Multimodal Knowledge Graph with Text, Image, Video and Audio

Author:

Wang Xin1ORCID,Meng Benyuan1ORCID,Chen Hong1ORCID,Meng Yuan1ORCID,Lv Ke2ORCID,Zhu Wenwu1ORCID

Affiliation:

1. Tsinghua University, Beijing, China

2. The University of the Chinese Academy of Sciences, Beijing, China

Funder

National Key Research and Development Program of China

National Natural Science Foundation of China

Publisher

ACM

Reference41 articles.

1. VisualSem: a high-quality knowledge graph for vision and language

2. Ivana Balavz ević, Carl Allen , and Timothy Hospedales . 2019 . TuckER: Tensor Factorization for Knowledge Graph Completion . In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP). 5185--5194 . Ivana Balavz ević, Carl Allen, and Timothy Hospedales. 2019. TuckER: Tensor Factorization for Knowledge Graph Completion. In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP). 5185--5194.

3. 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).

4. The WASABI Dataset: Cultural, Lyrics and Audio Analysis Metadata About 2 Million Popular Commercially Released Songs

5. TorusE: Knowledge Graph Embedding on a Lie Group

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