Usually, a high quality emotion lexicon play a significant role when apply the unsupervised approaches for fine-grained emotion classification.
* Dingju Zhu is the corresponding author far, most lexicon construction approaches focus on constructing general-purpose emotion lexicons (Stone et al., 1966;Hu and Liu, 2004;Wilson et al., 2005;Dong and Dong, 2006).