CNN: CNN (Kim, 2014) with 2 variants: 1) CNN-rand, whose word embeddings are randomly initialized, and 2) CNN-pretrain, whose word embeddings are pre-trained with Wikipedia Corpus.
these methods are not able to achieve good performance as the feature engineering step relies on domain knowledge.