This could possibly be due to the heavy dependence on common nouns and proper nouns for attribution under those scenarios.
for cross-domain Guardian10 dataset, it can be observed from Table 4 that excluding proper nouns (no N N P ) completely yields a marked improvement in performance for both crosstopic and cross-genre experiments.