• Community
  • Model
  • nlp-sentiment-analysis-financial-text-bert

nlp-sentiment-analysis-financial-text-bert

Pre-trained NLP model to analyze sentiment of financial text

Notes

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 the paper FinBERT: Financial Sentiment Analysis with Pre-trained Language Models and our related blog post on Medium.

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

About Prosus

Prosus is a global consumer internet group and one of the largest technology investors in the world. Operating and investing globally in markets with long-term growth potential, Prosus builds leading consumer internet companies that empower people and enrich communities. For more information, please visit www.prosus.com.

  • ID
  • Name
    ProsusAI/finbert
  • Model Type ID
    Text Classifier
  • Description
    Pre-trained NLP model to analyze sentiment of financial text
  • Last Updated
    Feb 11, 2022
  • Privacy
    PUBLIC
  • Use Case
  • Toolkit
  • License
  • Share
    • Badge
      nlp-sentiment-analysis-financial-text-bert