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Table 3.

Statistics of our subgraph for training TransE.

Data sets#Entities#Relations
MovieLens 20M 1,125,099 81 
LFM-1b 214,524 19 
Amazon book 313,956 49 
Data sets#Entities#Relations
MovieLens 20M 1,125,099 81 
LFM-1b 214,524 19 
Amazon book 313,956 49 

Note: #Entities indicates the number of entities that are extended by seed entities with one-step search in Freebase.

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