We show that the local-global surprisal scores strongly correlate with human ratings of funniness, and all of our systems outperform the baselines based on human evaluation.
rETrIEVE+SWAP+TOPIC (henceforth SUrGEN) achieves the highest success rate and average funniness score among all systems.