Library/finBERT
Library/finBERTForked

ProsusAI/finBERT

finBERT

Financial Sentiment Analysis with BERT

Builder

ProsusAI

ProsusAI

ProsusAI • individual

Stars

2,067

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Forks

512

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0/100

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Created

Oct 30, 2019

Project creation date

README Summary

FinBERT is a pre-trained NLP model to analyze sentiment of financial text, based on the pre-trained BERT model and fine-tuned on financial communication text. The model is designed to classify financial text into positive, negative, or neutral sentiment categories. It provides better performance on financial domain tasks compared to general-purpose sentiment analysis models.

AI Dev Skills

Unmapped

BERT Fine-tuningFinancial NLPSentiment AnalysisDomain-Specific Language ModelsTransformer Fine-tuningPre-trained Model Adaptation

Tags

BERT Fine-tuningFinancial NLPSentiment AnalysisDomain-Specific Language ModelsTransformer Fine-tuningPre-trained Model AdaptationTextTradingFinancial Document AnalysisCloud APIFinancial AIMarket Sentiment MonitoringTrading Signal GenerationFinancial ServicesFinancial News Sentiment AnalysisInvestment Research AutomationSelf-hostedInvestment ManagementFinTechJupyter Notebook

Taxonomy

Recent Activity

Updated 3 years ago

7 Days

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30 Days

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90 Days

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Quality

research
Quality
medium
Maturity
research

Categories

Dev Tools & AutomationPrimaryLearning ResourcesIndustry: FinTechObservability & MonitoringData Science & AnalyticsFinance & LegalSearch & KnowledgeNLP & TextOther AI / MLFoundation ModelsModel Training

PM Skills

Developer Platform

Languages

Jupyter Notebook100.0%

Timeline

Project created
Oct 30, 2019
Forked
Mar 23, 2026
Your last push
3 years ago
Upstream last push
3 years ago
Tracked since
Sep 9, 2022

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