We observe that for Captions, where we transfer a factual (neutral) to romantic/humorous sentence, the add- tagger provides the best accuracy with a relatively negligible drop in BLEU scores.
for Yelp, where both polarities are clearly defined, the replace-tagger gives the best performance.