By exploring topic representations in memory mechanisms, our TMN model, inferring topic models either separately or jointly with classification, significantly outperform the best comparison models on each of the four datasets.
when compared with CNN+TEWE and CNN+NTM, both concatenating topics as part of the features, the results yielded by TMN are better.