HyperFormer: Enhancing Entity and Relation Interaction for Hyper-Relational Knowledge Graph Completion

Author:

Hu Zhiwei1ORCID,Gutiérrez-Basulto Víctor2ORCID,Xiang Zhiliang2ORCID,Li Ru3ORCID,Pan Jeff Z.4ORCID

Affiliation:

1. Shanxi University, Taiyuan , China

2. Cardiff University, Cardiff, United Kingdom

3. Shanxi University, Taiyuan, China

4. University of Edinburgh, Edinburgh, United Kingdom

Funder

National Natural Science Foundation of China

Leverhulme Trust Research

Science and Technology Cooperation and Exchange Special Program of Shanxi Province

Key Research and Development Program of Shanxi Province

Publisher

ACM

Reference46 articles.

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2. Ivana Balazevic , Carl Allen , and Timothy M . Hospedales . 2019 . Multi-relational Poincaré Graph Embeddings. In NeurIPS. Curran Associates, Vancouver, BC, Canada , 4465--4475. Ivana Balazevic, Carl Allen, and Timothy M. Hospedales. 2019. Multi-relational Poincaré Graph Embeddings. In NeurIPS. Curran Associates, Vancouver, BC, Canada, 4465--4475.

3. 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. ACM , Vancouver, BC , Canada , 1247--1250. 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. ACM, Vancouver, BC, Canada, 1247--1250.

4. Antoine Bordes , Nicolas Usunier , Alberto Garc'i a-Durá n , Jason Weston, and Oksana Yakhnenko. 2013 . Translating Embeddings for Modeling Multi-relational Data. In NeurIPS. Curran Associates, Lake Tahoe, Nevada, United States , 2787--2795. Antoine Bordes, Nicolas Usunier, Alberto Garc'i a-Durá n, Jason Weston, and Oksana Yakhnenko. 2013. Translating Embeddings for Modeling Multi-relational Data. In NeurIPS. Curran Associates, Lake Tahoe, Nevada, United States, 2787--2795.

5. Ines Chami Adva Wolf Da-Cheng Juan Frederic Sala Sujith Ravi and Christopher Ré. 2020. Low-Dimensional Hyperbolic Knowledge Graph Embeddings. In ACL. ACL online 6901--6914. Ines Chami Adva Wolf Da-Cheng Juan Frederic Sala Sujith Ravi and Christopher Ré. 2020. Low-Dimensional Hyperbolic Knowledge Graph Embeddings. In ACL. ACL online 6901--6914.

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1. Transformer-based Reasoning for Learning Evolutionary Chain of Events on Temporal Knowledge Graph;Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval;2024-07-10

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