Financial Sentiment Analysis Transformer Models
Tools for analyzing sentiment in financial texts (news, earnings calls, disclosures) to extract market insights and investment signals. Does NOT include general sentiment analysis, stock price prediction models without sentiment components, or trading bots that don't focus on sentiment extraction.
There are 19 financial sentiment analysis models tracked. The highest-rated is sandesha21/Stock-Market-News-Sentiment-Analysis-and-Summarization at 37/100 with 3 stars.
Get all 19 projects as JSON
curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=transformers&subcategory=financial-sentiment-analysis&limit=20"
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| # | Model | Score | Tier |
|---|---|---|---|
| 1 |
sandesha21/Stock-Market-News-Sentiment-Analysis-and-Summarization
NLP pipeline for classifying sentiment in financial news and generating... |
|
Emerging |
| 2 |
lifeadventurer/sentify
Leveraging Sentiment Analysis on News for Stock Market Insights |
|
Emerging |
| 3 |
GunjanDhanuka/stocks-trading-bot
A multi-purpose repository with Sentiment Analysis of Stocks news, and... |
|
Emerging |
| 4 |
hristijanpeshov/SHAP-Explainable-Lexicon-Model
This project proposes a novel methodology to automatically learn financial... |
|
Experimental |
| 5 |
ruchira559/financial-sentiment-linker
End-to-end NLP pipeline for financial news sentiment analysis using FinBERT... |
|
Experimental |
| 6 |
OmarGard/StockSentimentAnalysis
This is a stock sentiment analysis app that gathers Reddit threads and... |
|
Experimental |
| 7 |
tetratensor/Stock-Market-News-Sentiment-Analysis
A Python-based news sentiment analysis using Hugging Face Sentiment Analysis... |
|
Experimental |
| 8 |
Silvestre17/TM_StockTweetSentimentAnalysis_MasterProject
📈 Master's project using NLP (FinTwitBERT, LSTMs) to classify stock market... |
|
Experimental |
| 9 |
timvvvht/HKEX-Announcement-Classifier
A project on data exploration, analysis and using a neural network to... |
|
Experimental |
| 10 |
tmro98/financial-news-classification
binary topic and 3-class sentiment classification of full-length news articles |
|
Experimental |
| 11 |
alanwmy00/FinancialDataSentimentAnalysis
2022 UCSD DataHacks Advanced Track First Place Project |
|
Experimental |
| 12 |
chirindaopensource/measuring_economic_outlook_in_news
End-to-End Python implementation of Beck et al.'s (2025) economic sentiment... |
|
Experimental |
| 13 |
sigmawilde1999/AI-Earnings-Call-Sentiment-Risk-Factor
AI-driven sentiment analysis and text-based risk factor construction from... |
|
Experimental |
| 14 |
gopiashokan/Finance-Document-Classification-Using-Deep-Learning
Created a deep learning model using TensorFlow and Transformers to classify... |
|
Experimental |
| 15 |
orbenh/sentiment-signal-nasdaq
Forecasting NASDAQ trends using financial news sentiment analysis with NLP,... |
|
Experimental |
| 16 |
Ali-Choubdaran/corporate-news-extraction
Automated content extraction system for corporate press releases |
|
Experimental |
| 17 |
gzequini/Central-Bank-Score
Transformer-based sentiment analysis of central bank communications to... |
|
Experimental |
| 18 |
mariiammaysara/NewsReasoning-LLMs
Deterministic financial news sentiment API with structured reasoning and... |
|
Experimental |
| 19 |
crvander/FinDL_Fintech_DeepLearning
The primary objective of this project is to harness the power of deep... |
|
Experimental |