<cite>Choi et al. (2001)</cite> have shown that using this procedure to compute the inter-sentence similarities results in the previous version of the algorithm (based solely on word repetition) being outperformed. The aim of this experiment is to determine the impact of the presence of the test materials in the LSA corpus on the results obtained by <cite>Choi et al. (2001)</cite> .