We also consider two polarity detection datasets (positive or negative), namely the Polarity04 (pol.04) (Pang and Lee, 2004) and Polarity05 (pol.05) (Pang and Lee, 2005) datasets, and finally a 10k document subset of the apps for android (apps4and.)
semantic Vector Networks may be thought of as a natural way of enriching word-level semantic representations, which may in turn be useful for informing a neural architecture with relational (e.g., commonsense or lexical) knowledge.