WiCleanData: Guaranteeing the Type Consistency of Wikidata by Taxonomy Refinement and Constraint Enforcement

arXiv:2609.20057 · cs.AI · Submitted 2026-09-17 · Read on arXiv

cs.AI

Submitted: 2026-09-17

Updated: 2026-09-17

Journal ref: CIKM, 2026, Rome, Italy

Code: https://github.com/peng-yiwen/wicleanData

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Knowledge Graph — 16× in this paper · explained in 7 episodes
Ontology — 8× in this paper · explained in 2 episodes
Consistency — 6× in this paper · explained in 3 episodes
Robustness — 6× in this paper · explained in 5 episodes
Clustering — 5× in this paper · explained in 2 episodes
Redundancy — 5× in this paper · explained in 2 episodes
Aggregation — 4× in this paper · explained in 1 episode
Knowledge graphs — 4× in this paper · explained in 2 episodes
Downstream Tasks — 3× in this paper · explained in 2 episodes
Accuracy — 2× in this paper · explained in 1 episode
Actor — 2× in this paper · explained in 3 episodes
Generative AI — 2× in this paper · explained in 2 episodes
Pruning — 2× in this paper · explained in 4 episodes
Active Learning — 1× in this paper · explained in 6 episodes
Core — 1× in this paper · explained in 2 episodes
Modular Architecture — 1× in this paper · explained in 4 episodes
Semantic Similarity — 1× in this paper · explained in 2 episodes
Verification — 1× in this paper · explained in 2 episodes

Sources

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