Another Seq2Seq model S2S θne is trained on the new negative corpus N − to generate negative sentiment words s − based on content words c − .
for the well-trained model S2S θpe (or S2S θne ), given content words c, S2S θpe (or S2S θne ) is able to generate corresponding positive (or negative) sentiment words s + (or s − ).