IEEE

Dynamic Text Augmentation for Robust Sentiment Analysis: Enhancing Model Performance With EDA and Multi-Channel CNN

Abstract: The rapid growth of social media has revolutionized the way individuals share and access opinions, generating vast amounts of textual data containing diverse sentiments. Sentiment analysis ...
IEEE

A Deep Learning-Based Approach for Two-Phase Flow Pattern Classification Using Void Fraction Time Series Analysis

Abstract: Flow regime classification is essential for analyzing and modeling two-phase flows, as it demarcates the flow behavior and influences the selection of appropriate predictive models. Machine ...
Scientific American

Can you solve these language puzzles? Test your skills with these problems from North America’s biggest linguistics competition

For 20 years, this computational linguistics competition has inspired new generations of innovators in AI and language ...
Scientific Research Publishing

Transformer-Based Automatic Item Generation for Course-Based Test Items: A Case Study of Translation Tasks in China’s Context ()

In order to meet the rapidly increasing demand for item pools for large-scale assessments, automatic item generation (AIG) emerged about thirty years ago, using pre-programmed algorithms to ...
BMJ Open

Cost–benefit analysis of a 24/7 text-based online emotional support platform for at-risk youth in Hong Kong

Objectives This study was to estimate the potential social value and net benefit of OpenUp, a 24/7 text-based online counselling service for youth in Hong Kong, and draw policy-relevant conclusions ...
Analytics Insight

What are the Best Books on Data Science?

Overview Curated list highlights seven impactful books covering fundamentals, tools, machine learning, visualization, and industry.Guides beginners and professi ...