Heroes, Villains, and Victims, and GPT-3: Automated Extraction of Character Roles Without Training Data

Dominik Stammbach, Maria Antoniak, Elliott Ash

This paper shows how to use large-scale pre-trained language models to extract character roles from narrative texts without training data. Queried with a zero-shot question-answeri…