We also report baseline results (rows HSMN, C&W) using these initial embeddings alone, which interestingly reveals strengths and weaknesses of existing embeddings.
at any local decision (a dotted node), a new parent word vector (p) is constructed by combining a stem vector (x stem ) and an affix vector (x affix ) as follow: Here, W m ∈ R d×2d is a matrix of morphemic parameters while b m ∈ R d×1 is an intercept vector.