However, these methods do not explicitly account for sample similarities, e.g., the samples with a "four star" rating being more similar to "three star" samples than to "one star" samples.
these methods generally do not perform well, while methods which incorporate sample similarity information achieve improved performance (Pang and Lee, 2005).