Abstract: In this paper, we propose and evaluate a data augmentation technique for improving the classification of text data. Using a large language model (LLM), samples of real-world data and a ...

Abstract: Label noise is one of the key factors that lead to the poor generalization of deep learning models. Existing label-noise learning methods usually assume that the ground-truth classes of the ...

Using unsecured internet access poses risks. Hackers can intercept your connection, allowing them to view your online activities, install malware on your device, or create fake hotspots that appear ...

Nano-encapsulated drugs are being researched extensively these days, with researchers utilizing several methods for performing their label-free chemical analysis. The study of mechanisms that regulate ...

Researchers at the IBB-UAB have developed the most comprehensive database available to date to help understand the basis of protein aggregation, a phenomenon associated with aging and several ...

The FDA acknowledged the usefulness of off-label uses for approved drugs for diseases with no approved therapies. Credit: klevo via Shutterstock The US Food and Drug Administration (FDA) has released ...

In any business world, data is reshaping the landscape. Food processing is no exception. If we consider the next big technology development, it will inevitably be a non-incremental, non-organic, move ...

Infidelity in romantic relationships is surprisingly common. Within the last year alone, 2-4% of partners in highly-committed relationships had an affair, and across the lifetime, about a quarter of ...

Nanofluidics enables the detection of compounds at the smallest concentration. It studies the behavior and manipulation of fluids confined in structures of 1-1000 nm scale. Scientists revealed that ...