Tell, Don't Show: Leveraging Language Models' Abstractive Retellings to Model Literary Themes

Li Lucy, Camilla Griffiths, Sarah Levine +3

Conventional bag-of-words approaches for topic modeling, like latent Dirichlet allocation (LDA), struggle with literary text. Literature challenges lexical methods because narrativ…