We observe that the BITEXT approach outperformed the SUPERVISED and the DELEXICALIZED ones in all metrics with a considerable margin, which shows the effectiveness of our proposed method.
obtain the best target word and its polarity, ( t, p) := arg max t,p f o→t (x, TARGET:p); 3.