Studies on automatic humor recognition (Mihalcea and Strapparava, 2005;<cite> Yang et al., 2015</cite>; Zhang and Liu, 2014; Purandare and Litman, 2006 ) have defined the recognition task as a binary classification task. So, their classification models categorized a given sentence as a humorous or non-humorous sentence.