Hierarchy-Aware Multi-Hop Question Answering over Knowledge Graphs

Author:

Dong Junnan1ORCID,Zhang Qinggang1ORCID,Huang Xiao1ORCID,Duan Keyu2ORCID,Tan Qiaoyu3ORCID,Jiang Zhimeng3ORCID

Affiliation:

1. The Hong Kong Polytechnic University, Hong Kong

2. National University of Singapore, Singapore

3. Texas A&M University, USA

Publisher

ACM

Reference36 articles.

1. Gregor Bachmann Gary Bécigneul and Octavian Ganea. 2020. Constant curvature graph convolutional networks. In ICML. PMLR 486–496. Gregor Bachmann Gary Bécigneul and Octavian Ganea. 2020. Constant curvature graph convolutional networks. In ICML. PMLR 486–496.

2. Ivana Balazevic , Carl Allen , and Timothy Hospedales . 2019. Multi-relational poincaré graph embeddings. NeurIPS 32 ( 2019 ). Ivana Balazevic, Carl Allen, and Timothy Hospedales. 2019. Multi-relational poincaré graph embeddings. NeurIPS 32 (2019).

3. Antoine Bordes , Nicolas Usunier , Alberto Garcia-Duran , Jason Weston , and Oksana Yakhnenko . 2013. Translating embeddings for modeling multi-relational data. NeurIPS 26 ( 2013 ). Antoine Bordes, Nicolas Usunier, Alberto Garcia-Duran, Jason Weston, and Oksana Yakhnenko. 2013. Translating embeddings for modeling multi-relational data. NeurIPS 26 (2013).

4. Low-Dimensional Hyperbolic Knowledge Graph Embeddings

5. Ines Chami , Zhitao Ying , Christopher Ré , and Jure Leskovec . 2019. Hyperbolic graph convolutional neural networks. NeuIPS 32 ( 2019 ). Ines Chami, Zhitao Ying, Christopher Ré, and Jure Leskovec. 2019. Hyperbolic graph convolutional neural networks. NeuIPS 32 (2019).

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