Parameter l } is learned by maximizing the objective function according to the sentiment polarity label s i of document d i : Through the supervised learning phase, [W E , W C ] is optimized by maximizing sentiment polarity probability.
bilingual embeddings without sentiment information are not effective enough for sentiment classification task.