Furthermore, the text used in these datasets often uses the same set of words to express clearly contrastive sentiments, thereby setting up groups or domains of distinct word use within a single data set.
accordingly, the KCCa domain adapted word embeddings are indeed capturing something significant about the language usage in the domain.