Shashank Shailabh

TAN-NTM: Topic Attention Networks for Neural Topic Modeling

Topic models have been widely used to learn text representations and gain insight into document corpora. To perform topic discovery, most existing neural models either take document bag-of-words (BoW) or sequence of tokens as input followed by variational inference and BoW reconstruction to learn to…