We employ our framework to perform an empirical analysis of the robustness trends of sentiment analysis and news classification tasks for a range of embeddings on vanilla CNN and LTSM models.
we consider the IMDB dataset (Maas et al., 2011), the Stanford Sentiment Treebank (SST) dataset (Socher et al., 2013), the AG News Corpus Dataset (Zhang et al., 2015) and the NEWS Dataset (Vitale et al., 2012).