Financial Sentiment Analysis on Stock Using NLTK, Transformer, and Deep Learning

Financial sentiment analysis has emerged as a critical tool for predicting stock market movements, where traditional quantitative models often fail to capture the nuanced impact of news and social media sentiment. this paper presents a novel distilber

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Published
2025-08-26
DOI
https://doi.org/10.36227/techrxiv.175624603.30439185/v1
Primary Topic
Stock Market Forecasting Methods
Type
article
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article

Financial Sentiment Analysis on Stock Using NLTK, Transformer, and Deep Learning

Raj Kumar
Stock Market Forecasting Methods
article

Financial Sentiment Analysis on Stock Using NLTK, Transformer, and Deep Learning

Raj Kumar
article en

Abstract

Financial sentiment analysis has emerged as a critical tool for predicting stock market movements, where traditional quantitative models often fail to capture the nuanced impact of news and social media sentiment. this paper presents a novel distilber

Liverpool John Moores University (GB)
Openalex Percentile: Top 74%
Stock Market Forecasting Methods
DOIOpen Access PDFOpenAlex
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Financial Sentiment Analysis on Stock Using NLTK, Transformer, and Deep Learning — Raj Kumar · (2025) | TGRS Research Map | TGRS