IEEE

A Review on Advances in Sentiment Analysis: A Deep Learning Approach Using Transformer Based Models

Abstract: A key element of natural language processing is sentiment analysis, which comprises recognizing and understanding opinions and emotions in text. Traditional sentiment categorization methods ...
National Bureau of Economic Research

GIFfluence: A Visual Approach to Investor Sentiment and the Stock Market

We study dynamic visual representations as a proxy for investor sentiment about the stock market. Our sentiment index, GIFsentiment, is constructed from millions of posts in the Graphics Interchange ...
IEEE

Category-Based Sentiment Analysis of Sindhi News Headlines Using Machine Learning, Deep Learning, and Transformer Models

Abstract: The rapid growth of digital content has made sentiment analysis (SA) an essential tool for understanding public sentiment and classifying textual data. Despite significant progress in ...
Seeking Alpha

Consumer Sentiment Improves In June But Remains Bleak

The preliminary June reading for the University of Michigan Consumer Sentiment Index came in at 48.9 marking a 9% (4.1 points) increase from April and beating the expected reading of 46.1. Current ...
Seeking Alpha

Consumer sentiment ticks up above expectations in June on easing in gasoline prices

Consumer Sentiment Index rose to 48.9 in June from 44.8 in the prior month, while the consensus stood at 46.0, according to preliminary data released by the University of Michigan Survey of Consumers ...
CNN

Consumer sentiment rises for the first time in three months

Consumer sentiment may finally be recovering after falling to historic lows due to wartime price spikes. The University of Michigan’s latest survey of Americans, released Friday, showed that sentiment ...