Shuxian Huang

Temporal Relational Context Learning for Extrapolation Reasoning on Temporal Knowledge Graphs

Extrapolation reasoning on Temporal Knowledge Graphs (TKGs) aims to predict future events from a set of historical Knowledge Graphs (KGs) in a chronological order. The temporally adjacent facts in TKGs naturally form event sequences, implying informative temporal event dependencies. Recently, many e…