Abstract Limerick generation exemplifies some of the most difficult challenges faced in poetry generation, as poems must tell a story only five lines, with constraints on rhyme, stress, and meter. To address these challenges, we introduce LimGen, novel fully automated system for limerick that outperforms state-of-the-art neural network-based models, well prior rule-based models. LimGen consists...