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 14 financial sentiment analysis models tracked. The highest-rated is GunjanDhanuka/stocks-trading-bot at 39/100 with 19 stars.
Get all 14 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 |
GunjanDhanuka/stocks-trading-bot
A multi-purpose repository with Sentiment Analysis of Stocks news, and... |
|
Emerging |
| 2 |
hristijanpeshov/SHAP-Explainable-Lexicon-Model
This project proposes a novel methodology to automatically learn financial... |
|
Emerging |
| 3 |
tetratensor/Stock-Market-News-Sentiment-Analysis
A Python-based news sentiment analysis using Hugging Face Sentiment Analysis... |
|
Experimental |
| 4 |
timvvvht/HKEX-Announcement-Classifier
A project on data exploration, analysis and using a neural network to... |
|
Experimental |
| 5 |
tmro98/financial-news-classification
binary topic and 3-class sentiment classification of full-length news articles |
|
Experimental |
| 6 |
orbenh/sentiment-signal-nasdaq
Forecasting NASDAQ trends using financial news sentiment analysis with NLP,... |
|
Experimental |
| 7 |
gopiashokan/Finance-Document-Classification-Using-Deep-Learning
Created a deep learning model using TensorFlow and Transformers to classify... |
|
Experimental |
| 8 |
crvander/FinDL_Fintech_DeepLearning
The primary objective of this project is to harness the power of deep... |
|
Experimental |
| 9 |
mariiammaysara/NewsReasoning-LLMs
Deterministic financial news sentiment API with structured reasoning and... |
|
Experimental |
| 10 |
Ali-Choubdaran/corporate-news-extraction
Automated content extraction system for corporate press releases |
|
Experimental |
| 11 |
orestxherija/CompLx-FinSim4-ESG
Codebase to reproduce the submission of team CompLx for sub-task 2 of the... |
|
Experimental |
| 12 |
erickmaiaa/ml-financial-sentiment-analysis
Explores machine learning and LLMs like BERT to classify financial market... |
|
Experimental |
| 13 |
amanrai1234/Financial-Market-Sentiment-Analysis----Deep_Learning-
Stock Market Sentiment analysis using BERT and LSTM for a broad comparative... |
|
Experimental |
| 14 |
TashonBraganca/Alpha13
This quantitative pipeline engineers and compares two models: a baseline... |
|
Experimental |