In user-sentiment assumption test, we use absolute rating difference ||rating a − rating b || as the measurement between two reviews a and b.
these models only use semantics of texts, while ignoring users who express the sentiment and products which are evaluated, both of which have great influences on interpreting the sentiment of text.