We adapted the hierarchical completelink clustering method of <cite>Barzilay and Elhadad (2003)</cite> : While the authors claimed to have set a specific number of clusters, we believe this is not generally possible in hierarchical agglomerative clustering. Therefore, we used the largest number of clusters in which all paragraph pairs had a cosine similarity strictly greater than zero. Following the formation of the clusters, lexical similarity between all paragraphs of corresponding AS and LS texts was computed to establish probable mappings between the two sets of clusters.