Although the preprocessed dataset in  is widely used, it only consists of 4 domains and the input documents are reduced to their TF-IDF weights which is not a suitable input for modern NLP architectures.
we perform a different prepro-  For part of speech tagging we select 4 publicly available 9 Universal Dependencies datasets for English (Nivre et al., 2016).