TiFi: Taxonomy Induction for Fictional Domains[Extended version]
Table 5. Step 2 - Cross-domain edge cleaning.
['[BOLD] Train', '[BOLD] Test', '[BOLD] Precision', '[BOLD] Recall', '[BOLD] F1-score', '[BOLD] MAP']
To explore the scalability of TiFi, we again perform cross-domain experiments using 100 labeled edges per universe. In all universes but World of Warcraft, TiFi achieves more than 80% F1-score, and the performance is further highlighted by mean average precision (MAP) scores above 89%, meaning TiFi can effectively separate correct from incorrect edges.