214 citations · 1.2k across the 32 of their papers we have counts for
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cs.AI2021★ 1 cited
Problem Learning: Towards the Free Will of Machines
Yongfeng Zhang
A machine intelligence pipeline usually consists of six components: problem, representation, model, loss, optimizer and metric. Researchers have worked hard trying to automate many…
cs.AI2021★ 32 cited
Efficient Non-Sampling Knowledge Graph Embedding
Zelong Li, Jianchao Ji, Zuohui Fu +4
Knowledge Graph (KG) is a flexible structure that is able to describe the complex relationship between data entities. Currently, most KG embedding models are trained based on negat…