In prior research, much progress has been made on text classification, including traditional approaches based on human-designed features (Lazaridou et al., 2013;Zhang et al., 2015a) and neural networks based on deep architectures (Lai et al., 2015;Yang et al., 2016).
such methods prefer to deal with documents and paragraphs, and still have limitations for short texts.