Michelle Qiu

The Mechanical Bard: An Interpretable Machine Learning Approach to Shakespearean Sonnet Generation

We consider the automated generation of sonnets, a poetic form constrained according to meter, rhyme scheme, and length. Sonnets generally also use rhetorical figures, expressive language, and a consistent theme or narrative. Our constrained decoding approach allows for the generation of sonnets wit…