While early works tend to frame humor recognition as a binary classification task (Mihalcea and Strapparava, 2005; <cite>Yang et al., 2015)</cite> , the last few years have seen the emergence of humor recognition as a pairwise relative ranking task (Cattle and Ma, 2016; Shahaf et al., 2015) .