647 citations · 664 across the 3 of their papers we have counts for
3 papers
cs.CL2021★ 13 cited
How Knowledge Graph and Attention Help? A Quantitative Analysis into Bag-level Relation Extraction
Zikun Hu, Yixin Cao, Lifu Huang +1
Knowledge Graph (KG) and attention mechanism have been demonstrated effective in introducing and selecting useful information for weakly supervised methods. However, only qualitati…
cs.CL2019★ 4 cited
Low-Resource Name Tagging Learned with Weakly Labeled Data
Yixin Cao, Zikun Hu, Tat-Seng Chua +2
Name tagging in low-resource languages or domains suffers from inadequate training data. Existing work heavily relies on additional information, while leaving those noisy annotatio…
cs.IR2019★ 647 cited
Unifying Knowledge Graph Learning and Recommendation: Towards a Better Understanding of User Preferences
Yixin Cao, Xiang Wang, Xiangnan He +2
Incorporating knowledge graph (KG) into recommender system is promising in improving the recommendation accuracy and explainability. However, existing methods largely assume that a…