IEEE

Text Sentiment Analysis of Douban Film Short Comments Based on BERT-CNN-BiLSTM-Att Model

Abstract: To solve the problems of polysemy and feature extraction in the text sentiment analysis process, a BERT-CNN-BiLSTM-Att hybrid model has been proposed for text sentiment analysis. The BERT ...
IEEE

Comparative Analysis of Deep Natural Networks and Large Language Models for Aspect-Based Sentiment Analysis

Abstract: Sentiment analysis is essential for comprehending public opinion, particularly when considering e-commerce and the expansion of online businesses. Early approaches treated sentiment analysis ...
Wall Street Journal

Consumer Sentiment Remains Gloomy, Michigan Survey Finds

Consumers' economic mood recovered slightly in December but remained broadly gloomy as households face drawn-out inflation and a frustrating market for job seekers, according to the University of ...
Wall Street Journal

Consumer Sentiment Rose in December but Remains Dim, Michigan Survey Suggests

Consumers’ economic mood recovered slightly in December but remained broadly gloomy as households face drawn-out inflation and a frustrating labor market for job seekers, according to the University ...
Yahoo Finance

Consumer sentiment shows 'substantial decline' from last year amid higher prices, tough job market

Americans are heading into the holidays feeling worse about jobs and inflation than they did this time last year, with consumer sentiment hovering near record lows. Though the University of Michigan’s ...