The dictionary mapping approach ( §4.2.1) has been shown to be a strong stand-alone classifier and SVM feature (Table 5), slightly outperforming the cross-lingual word embedding approach ( §4.2.2).
the underlying English-German dictionary by DictCC is of considerable size, consisting of over 1.1 million translation pairs.