Most Efficient Machine Learning Algorithm for Text Analysis
I don't have any reference right now, but you should find a lot of papers about it on Google Scholar. For all I know, CNN and RNN (mostly LSTMs) are the two best types of models for sentiment analysis. You will even find some CNN+LSTM architecture that work really well on this kind of tasks.