finbert/README.md

language	tags	widget
en	financial-sentiment-analysis sentiment-analysis	text Stocks rallied and the British pound gained.

FinBERT is a pre-trained NLP model to analyze sentiment of financial text. It is built by further training the BERT language model in the finance domain, using a large financial corpus and thereby fine-tuning it for financial sentiment classification. Financial PhraseBank by Malo et al. (2014) is used for fine-tuning. For more details, please see FinBERT: Financial Sentiment Analysis with Pre-trained Language Models.

The model will give softmax outputs for three labels: positive, negative or neutral.