Text Classification Using FinBERT

Overview: 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. Source: https://huggingface.co/ProsusAI/finbert

Input Text

MSFT was received many profits

Prediction Output

  1. positive
    0.505
  2. neutral
    0.458
  3. negative
    0.037