ProsusAI/finbert is a forked repo from huggingface. License: None
Go to file
Dogu Araci 661ebe853a Update README.md 2021-07-05 08:50:51 +00:00
.gitattributes allow flax 2021-05-18 21:53:53 +00:00
README.md Update README.md 2021-07-05 08:50:51 +00:00
config.json First version of finbert 2020-12-24 12:41:41 +00:00
flax_model.msgpack upload flax model 2021-05-18 21:54:10 +00:00
pytorch_model.bin First version of finbert 2020-12-24 12:41:41 +00:00
special_tokens_map.json First version of finbert 2020-12-24 12:41:41 +00:00
tokenizer_config.json First version of finbert 2020-12-24 12:41:41 +00:00
vocab.txt First version of finbert 2020-12-24 12:41:41 +00:00

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 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.

Contact information

Please contact Dogu Araci dogu.araci[at]prosus[dot]com and Zulkuf Genc zulkuf.genc[at]prosus[dot]com about any FinBERT related issues and questions.