Sophisticated deep learning algorithms can also be applied to text clustering (Xu et al., 2015), but to date they require labeled training data, while the method proposed in this paper is unsupervised.
to bag-of-words (BOW) schemes, named entities (NEs) can be used as features (Montalvo et al., 2012).