Jonas Schouterden

Unifying Knowledge Base Completion with PU Learning to Mitigate the Observation Bias

Methods for Knowledge Base Completion (KBC) reason about a knowledge base (KB) in order to derive new facts that should be included in the KB. This is challenging for two reasons. First, KBs only contain positive examples. This complicates model evaluation which needs both positive and negative exam…