Iteratively Learning Representations for Unseen Entities with Inter-Rule Correlations

Author:

Wang Zihan1ORCID,Zhao Kai2ORCID,He Yongquan3ORCID,Chen Zhumin4ORCID,Ren Pengjie4ORCID,de Rijke Maarten5ORCID,Ren Zhaochun6ORCID

Affiliation:

1. Shandong University & University of Amsterdam, Qingdao, China

2. Georgia State University, Atlanta, GA, USA

3. Meituan, Beijing, China

4. Shandong University, Qingdao, China

5. University of Amsterdam, Amsterdam, Netherlands

6. Leiden University, Leiden, Netherlands

Funder

Fundamental Research Funds of Shandong University

a 10-year program funded by the Dutch Ministry of Education, Culture and Science through the Netherlands Organization for Scientific Research

Natural Science Foundation of China

Natural Science Foundation of Shandong Province

Key Scientific and Technological Innovation Program of Shandong Province

National Key R&D Program of China

Hybrid Intelligence Center

Publisher

ACM

Reference50 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. 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. 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. 2787--2795.

3. Antoine Bordes Jason Weston Ronan Collobert and Yoshua Bengio. 2011. Learning Structured Embeddings of Knowledge Bases. In AAAI. Antoine Bordes Jason Weston Ronan Collobert and Yoshua Bengio. 2011. Learning Structured Embeddings of Knowledge Bases. In AAAI.

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

5. Inductively Representing Out-of-Knowledge-Graph Entities by Optimal Estimation Under Translational Assumptions

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