Utilizing the same experimental setup as Mihalcea and Strapparava (2005) and <cite>Yang et al. (2015)</cite> (50% positive and 50% negative instances), we selected 4,726 sentences from among all collected nonhumorous sentences as negative instances. During selection, we minimized differences between positive and negative instances. A negative instance was selected from among sentences located close to a positive instance in a talk.