Natural Language Processing for Finance with Transformer Models

Natural language processing (NLP) is a rapidly growing area of interest in the financial services industry as quants, risk managers, and financial analysts are all interested in deriving new alpha and insights from speech and text data. Common NLP models do not consider context-specific vocabulary, but transformer models that are pretrained to recognize financial jargon and nuance, such as FinBERT, can provide far better results.