The W2V baseline handles CDED as a purely semantic relatedness task using state of the art semantic relatedness measure of Word2Vec (Mikolov et al., 2013).
we use the average cosine similarity between the Word2Vec representations of all words in a given candidate to all words in the claim, to rank all relevant candidates with respect to each claim.