2): where z c is the representation of c ∈ C l , W is a n z × n v matrix, n z is the dimension of relation mention embeddings and tanh is the element-wise hyperbolic tangent function.
we represent bag of text features with their average embedding, then apply linear map and hyperbolic tangent to transform the embedding from text feature semantic space to relation mention semantic space.