The basic idea of automatically generating the polarity shifting training data is based on the assumption that the real polarity of a word or phrase is decided by the major polarity category where the word or phrase appears more often.
the sentences in the frequently-occurring category would be seen as polarity-unshifted while the sentences in the infrequently-occurring category would be seen as polarity-shifted.