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News Sentimental Model Buy Neutral Sell
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News Sentimental Model Buy Neutral Sell

Developed by incredible45
A financial news sentiment analysis model fine-tuned based on ProsusAI/finbert, used to predict news sentiment tendencies (buy/neutral/sell)
Text Classification
Transformers
#Financial Text Analysis#Three-class Sentiment#FinBERT Fine-tuning
Downloads 14
Release Time : 7/18/2023

Model Overview

This model is specifically designed for sentiment classification of financial news texts, capable of identifying buy, neutral, or sell tendencies in the text, suitable for quantitative trading and financial analysis scenarios

Model Features

Financial Domain Optimization
Fine-tuned based on the professional financial pre-trained model FinBERT, with better understanding of financial terminology
Three-class Sentiment Analysis
Specifically designed buy/neutral/sell three-class system for investment decision scenarios

Model Capabilities

Financial Text Classification
Sentiment Tendency Analysis
News Sentiment Recognition

Use Cases

Quantitative Trading
News Sentiment Signal Generation
Real-time analysis of financial news sentiment tendencies as trading signals
Investment Research
Market Sentiment Monitoring
Tracking news sentiment trends for specific stocks or industries
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