Search Results for author: Zhongwu Chen

Found 3 papers, 0 papers with code

Incorporating Structured Sentences with Time-enhanced BERT for Fully-inductive Temporal Relation Prediction

no code implementations10 Apr 2023 Zhongwu Chen, Chengjin Xu, Fenglong Su, Zhen Huang, Yong Dou

In the inductive setting where test TKGs contain emerging entities, the latest methods are based on symbolic rules or pre-trained language models (PLMs).

Relation Temporal Knowledge Graph Completion

Meta-Learning Based Knowledge Extrapolation for Temporal Knowledge Graph

no code implementations11 Feb 2023 Zhongwu Chen, Chengjin Xu, Fenglong Su, Zhen Huang, You Dou

Different from KGs and TKGs in the transductive setting, constantly emerging entities and relations in incomplete TKGs create demand to predict missing facts with unseen components, which is the extrapolation setting.

Knowledge Graph Embedding Knowledge Graphs +2

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