Loughran and McDonald (2011) states that a general purpose sentiment lexicon (e.g., the Harvard Psychosociological Dictionary) might misclassify common words in financial texts.
in this paper, we use a finance-specific lexicon that consists of the 6 word lists provided by (Loughran and McDonald, 2011) as seeds to expand keywords.