5

5 TransE embeddings Claire created a cool knowledge graph that you want to use. Unfortunately, she went on vacation before you could reach out to her. Luckily, you found the two-dimensional TransE embeddings of her graph that she published online. Use the embeddings to reconstruct some triples of the graph. Entities are denoted as A, B, C, D, E, predicates are denoted as ro and r1. TransE embedding space 1.0 C10.87, 0.97) D(0.32, 0.91) 0.8 0.6 E(0.38, 0.58) 0.4 r0(0.16, 0.35) B(0.75, 0.23) 0.2 r1(0.31, 0.15) A(0.51, 0.01) 0.0 0.0 0.2 0.4 0.6 0.8 1.0 2.0p b Which predicate is most likely to complete the following triple according to the embedding space? (E, 2.Op Which entity is most likely to complete the following triple according to the embedding space? (B, r1, 2.0p d What is the TransE triple score of the triple (A, r1, B)