sentiment analysis by sentence similarity
I expect that measuring the similarity of two sentences probably isn't a useful way to do sentiment analysis.  There are better methods for sentiment analysis, so rather than adopting the artificial constraint that it must work by measuring the similarity of two sentences, it's better to use standard methods (I expect they will perform better).