On the other hand, neither Sm2r nor TransE is a probabilistic model.
we combine Sm2r with TransE or the "jointly" model according to the scheme proposed in  where for each candidate (h, r, t), if r =r δ(Score(h, r, t) < Score(h, r , t)) is less than τ , we increase Score Sm2r (h, r, t) by p. We search for the best β, τ , and p on another dataset-Wikipedia corpus distantly labeled by Freebase.