However, (Turney, 2006b;Turney, 2008a) showed that relational similarity cannot be improved using the distributional similarity of words.
with the previous approaches that took into account lexical and relational information as a linear combination of lexical and relational similarity scores, the present work focuses on introducing word pair representations that merge and jointly represent types of information: lexical and relational.