e = restrict e = restrain e = custody p(e|f, F1) 0.33 0.10 0.57 p(e|f, F2) 0.02 0.00 0.98 Table 2: Shows the translation probabilities for the source word f = , within document F 1 (military related, class is "foreign policy") and document F 2 (terror related, class is not "foreign policy").
to most previous work, we focused on the word translation problem, rather than the domain-adaptation problem for cross-lingual text classification.