KNOWLEDGE GRAPH COMPLETION BENCHMARKS

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Challenge:	Knowledge graph completion benchmarks for knowledge graphs are often incomplete . however, the field has remained static over the past decade .
Approach:	They propose to use Wikidata and Wikipedia to improve on existing benchmarks . they analyze logical relation patterns, then perform baseline link prediction and triple classification .
Outcome:	The proposed datasets improve upon existing benchmarks in scope and difficulty.

Papers with knowledge graph completion benchmarks