David Wilmot

Memory and Knowledge Augmented Language Models for Inferring Salience in Long-Form Stories

Measuring event salience is essential in the understanding of stories. This paper takes a recent unsupervised method for salience detection derived from Barthes Cardinal Functions and theories of surprise and applies it to longer narrative forms. We improve the standard transformer language model by…