(Unlike SentiVAE, this concatenation does not yield a single sentiment lexicon that retains scale coherence, while achieving maximal coverage over words.)
we replace each token with its corresponding polarity value, and then average the these values (Go et al., 2009;Ozdemir and Bergler, 2015;Kiritchenko et al., 2014).