Knowledge Graph Completion with Counterfactual Augmentation

Author:

Chang Heng1ORCID,Cai Jie1ORCID,Li Jia2ORCID

Affiliation:

1. Tsinghua University, China

2. Hong Kong University of Science and Technology (Guangzhou), China

Funder

NSFC Grant

HKUST-GZU Joint Research Collaboration Fund

Publisher

ACM

Reference58 articles.

1. Ahmed Alaa and Mihaela Van Der Schaar . 2019 . Validating causal inference models via influence functions . In International Conference on Machine Learning. 191–201 . Ahmed Alaa and Mihaela Van Der Schaar. 2019. Validating causal inference models via influence functions. In International Conference on Machine Learning. 191–201.

2. Saadullah Amin , Stalin Varanasi , Katherine Ann Dunfield , and Günter Neumann . 2020 . LowFER: Low-rank bilinear pooling for link prediction . In International Conference on Machine Learning. PMLR, 257–268 . Saadullah Amin, Stalin Varanasi, Katherine Ann Dunfield, and Günter Neumann. 2020. LowFER: Low-rank bilinear pooling for link prediction. In International Conference on Machine Learning. PMLR, 257–268.

3. Serge Assaad , Shuxi Zeng , Chenyang Tao , Shounak Datta , Nikhil Mehta , Ricardo Henao , Fan Li , and Lawrence Carin Duke . 2021 . Counterfactual representation learning with balancing weights . In International Conference on Artificial Intelligence and Statistics. PMLR , 1972–1980. Serge Assaad, Shuxi Zeng, Chenyang Tao, Shounak Datta, Nikhil Mehta, Ricardo Henao, Fan Li, and Lawrence Carin Duke. 2021. Counterfactual representation learning with balancing weights. In International Conference on Artificial Intelligence and Statistics. PMLR, 1972–1980.

4. TuckER: Tensor Factorization for Knowledge Graph Completion

5. Antoine Bordes Nicolas Usunier Alberto Garcia-Duran Jason Weston and Oksana Yakhnenko. 2013. Translating embeddings for modeling multi-relational data. In Advances in Neural Information Processing Systems. 1–9. Antoine Bordes Nicolas Usunier Alberto Garcia-Duran Jason Weston and Oksana Yakhnenko. 2013. Translating embeddings for modeling multi-relational data. In Advances in Neural Information Processing Systems. 1–9.

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