Detecting ESG topics using domain-specific language models and data augmentation approaches

Tim Nugent, Nicole Stelea, Jochen L. Leidner

Despite recent advances in deep learning-based language modelling, many natural language processing (NLP) tasks in the financial domain remain challenging due to the paucity of app…