Improving Few-Shot Inductive Learning on Temporal Knowledge Graphs Using Confidence-Augmented Reinforcement Learning

Author:

Ding Zifeng,Wu Jingpei,Li Zongyue,Ma Yunpu,Tresp Volker

Publisher

Springer Nature Switzerland

Reference45 articles.

1. Abboud, R., Ceylan, İ.İ., Lukasiewicz, T., Salvatori, T.: Boxe: a box embedding model for knowledge base completion. In: NeurIPS (2020)

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3. Baek, J., Lee, D.B., Hwang, S.J.: Learning to extrapolate knowledge: transductive few-shot out-of-graph link prediction. In: NeurIPS (2020)

4. Balazevic, I., Allen, C., Hospedales, T.M.: Tucker: tensor factorization for knowledge graph completion. In: EMNLP/IJCNLP (1), pp. 5184–5193. Association for Computational Linguistics (2019)

5. Bordes, A., Usunier, N., García-Durán, A., Weston, J., Yakhnenko, O.: Translating embeddings for modeling multi-relational data. In: NIPS, pp. 2787–2795 (2013)

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