A review of past papers using the TOEFL synonym test as a benchmark 1 , suggests that the corpus used, preprocessing of documents and resulting vocabulary size may impact the performance achieved (Stone et al., 2008).
the main contribution of this paper is to present a novel, efficient approach to using Kronecker products to encode word order information within a semantic space.