For single-domain IMDB1M dataset, it can be observed from Table 3 that excluding all common nouns (no N N ) and proper nouns (no N N P ) affects the attribution performance drastically.
masking only topic words corresponding to common nouns (no topic N N ) and proper nouns (no topic N N P ) seems to improve attribution performance compared to masking them completely (no N N P , no N N ).