Analysing differences in the graph structures and assumptions of both models we can say that they are almost identical.
the authors presented a method for automatic construction of a sentiment-sensitive thesaurus where each lexical element (either unigram or bigram) is connected to a list of related lexical elements which most frequently appear in the context expressing the same sentiment.