3 citations · 8 across the 3 of their papers we have counts for
3 papers
cs.LG2020★ 3 cited
Active Deep Learning on Entity Resolution by Risk Sampling
Youcef Nafa, Qun Chen, Zhaoqiang Chen +4
While the state-of-the-art performance on entity resolution (ER) has been achieved by deep learning, its effectiveness depends on large quantities of accurately labeled training da…
cs.LG2020★ 2 cited
Adaptive Deep Learning for Entity Resolution by Risk Analysis
Zhaoqiang Chen, Qun Chen, Youcef Nafa +4
The state-of-the-art performance on entity resolution (ER) has been achieved by deep learning. However, deep models are usually trained on large quantities of accurately labeled tr…
cs.HC2018★ 3 cited
r-HUMO: A Risk-Aware Human-Machine Cooperation Framework for Entity Resolution with Quality Guarantees
Boyi Hou, Qun Chen, Zhaoqiang Chen +2
Even though many approaches have been proposed for entity resolution (ER), it remains very challenging to find one with quality guarantees. To this end, we proposea risk-aware HUma…