The management of large files and directories can be a laborious task, often requiring substantial time and effort to navigate and locate specific information. Traditional file management and search methods are becoming increasingly ineffective in this task, as they don't always provide contextual understanding or capable summarisation. Nonetheless, various solutions like fundamental search operations and…
Within the world of Artificial Intelligence (AI), system prompts and the concepts of zero-shot and few-shot prompting have revolutionized the interaction between humans and Large Language Models (LLMs). These methods enhance the effectiveness and applicability of LLMs by guiding AI models to produce accurate and contextually appropriate responses.
Essentially, system prompts serve as the initial instructions…
Sleep medicine is a specialized field dedicated to the diagnosis of sleep disorders and the study of sleep patterns. Various techniques, such as polysomnography (PSG), which is a recording of brain, heart, and respiratory activities during sleep, allow medical professionals to have an in-depth understanding of a person's sleep health.
Due to the complexity of sleep…
Researchers from Meta's FAIR, INRIA, Université Paris Saclay, and Google are working on ways to automatically curate high-quality datasets to improve self-supervised learning (SSL). SSL enables models to be trained without human annotations, expanding data and model scalability, but its success often requires careful data curation. The team proposes a clustering-based technique involving hierarchical k-means…