Results BOW: bag-of-words Entity: entities extracted by semantic parsing NB: naive bayes NB BOW LP Know Sim…△ NB BOW +Entity -x- SemiHIN Full-Graph SVM: support vector machines SVM BOW一日 Semihin dWd-+ SⅥMBOW+ Entity-曰 Ensemb|e-SⅥM…v LP BOW+Entity Ensemble-EM-号 LP: label propagation LP Meta-Path…△ Ensemble-Co-train LP+Meta-graph: co-training [ Wan et al. SDM 15 Know Sim: unsupervised ensemble of meta-paths [Wang et al. ICDM 16 20NG-DIF 8上了连:唐::才: 60上v 40 12345678910 #labeled instances for each classResults • BOW: bag-of-words • Entity: entities extracted by semantic parsing • NB: naïve Bayes • SVM: support vector machines • LP: label propagation – LP+Meta-graph: co-training [Wan et al., SDM’15] – KnowSim: unsupervised ensemble of meta-paths [Wang et al., ICDM’16] 29 20NG-DIF