23 citations · 27 across the 3 of their papers we have counts for
3 papers
cs.AI2022★ 23 cited
Rule Mining over Knowledge Graphs via Reinforcement Learning
Lihan Chen, Sihang Jiang, Jingping Liu +6
Knowledge graphs (KGs) are an important source repository for a wide range of applications and rule mining from KGs recently attracts wide research interest in the KG-related resea…
cs.CL2021
Revisiting the Negative Data of Distantly Supervised Relation Extraction
Chenhao Xie, Jiaqing Liang, Jingping Liu +3
Distantly supervision automatically generates plenty of training samples for relation extraction. However, it also incurs two major problems: noisy labels and imbalanced training d…
cs.LG2020★ 4 cited
Collective Loss Function for Positive and Unlabeled Learning
Chenhao Xie, Qiao Cheng, Jiaqing Liang +2
People learn to discriminate between classes without explicit exposure to negative examples. On the contrary, traditional machine learning algorithms often rely on negative example…