If the score exceeds 3 the word "love" is considered as the seed positive sentiment phrase to begin the bootstrapping procedure a threshold (i.e., p > 0.5), the candidate phrase is added to the gazetteer.
moreover, it ends up generating only 20 different responses for our entire test dataset making its output redundant and unrelated to the input.