Semantic features range from attempts to measure incongruity (Cattle and Ma, 2018; Shahaf et al., 2015; <cite>Yang et al., 2015)</cite> to the use of word embeddings as inputs to neural models (Bertero and Fung, 2016; Donahue et al., 2017) .