1 code implementation • ACL 2021 • Zikun Hu, Yixin Cao, Lifu Huang, Tat-Seng Chua
In this paper, we contribute a dataset and propose a paradigm to quantitatively evaluate the effect of attention and KG on bag-level relation extraction (RE).
1 code implementation • 26 Jul 2021 • Zikun Hu, Yixin Cao, Lifu Huang, Tat-Seng Chua
In this paper, we contribute a dataset and propose a paradigm to quantitatively evaluate the effect of attention and KG on bag-level relation extraction (RE).
1 code implementation • IJCNLP 2019 • Yixin Cao, Zikun Hu, Tat-Seng Chua, Zhiyuan Liu, Heng Ji
Name tagging in low-resource languages or domains suffers from inadequate training data.
1 code implementation • 17 Feb 2019 • Yixin Cao, Xiang Wang, Xiangnan He, Zikun Hu, Tat-Seng Chua
In this paper, we jointly learn the model of recommendation and knowledge graph completion.
Ranked #1 on Knowledge Graph Completion on MovieLens 1M
1 code implementation • COLING 2018 • Zikun Hu, Xiang Li, Cunchao Tu, Zhiyuan Liu, Maosong Sun
Specifically, our model outperforms other baselines by more than 50{\%} in the few-shot scenario.