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Progress in AI: Revolutionizing Precision Medicine within Biomedical Field

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Staff, Tech News, Technology, UncategorizedJune 13, 202429Views0Likes0Comments
The confluence of machine learning (ML) and artificial intelligence (AI) with biomedicine has become essential, especially in the field of digital health. The profusion of high-throughput technologies such as genome-wide sequencing, comprehensive medical image libraries, and large-scale drug perturbation screens reveals extensive and intricate biomedical data. By leveraging advanced ML techniques on this multi-omics data,…

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Google AI unveils Proofread, a unique Gboard function that allows effortless corrections at both sentence-level and paragraph-level with just one tap.

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedJune 13, 202441Views0Likes0Comments
Google’s mobile keyboard app, Gboard, uses statistical decoding to counteract the inherent inaccuracies of touch input on small screens, often referred to as the ‘fat finger’ problem. To assist users, Gboard has several features covering word completion, next-word predictions, active auto-correction and active key correction. However, these models do struggle with more complex errors which…

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Stanford researchers propose a two-step model for adjusting the linguistic calibrations of long-form creations.

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Machine learning, Staff, Tech News, Technology, UncategorizedJune 12, 202434Views0Likes0Comments
Large Language Models (LLMs) can sometimes mislead users to make poor decisions by providing wrong information, a phenomenon known as 'hallucination'. To mitigate this, a team of researchers from Stanford University has proposed a new method for linguistic calibration. The new framework involves a two-step training process for LLMs. In the first stage - supervised finetuning…

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Viewing from Diverse Perspectives: The Enhanced Transformer Capabilities of Multi-Head RAG Aids in Better Multi-Faceted Document Search

AI Paper Summary, AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedJune 12, 202430Views0Likes0Comments
Retrieval Augmented Generation (RAG) is a method that aids Large Language Models (LLMs) in producing more accurate and relevant data by incorporating a document retrieval system. Current RAG solutions struggle with multi-aspect queries requiring diverse content from multiple documents. Standard techniques like RAPTOR, Self-RAG, and Chain-of-Note focus on data relevance but are not efficient in…

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Striking a Balance Between AI Technology and Conventional Learning: Incorporating Extensive Language Models in Coding Education.

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Language Model, Large Language Model, Staff, Tech News, Technology, UncategorizedJune 12, 202433Views0Likes0Comments
Human-computer interaction (HCI) is the study of how humans interact with computers, with a specific focus on designing innovative interfaces and technologies. One aspect of HCI that has gained prominence is the integration of large language models (LLMs) like OpenAI's GPT models into educational frameworks, specifically undergraduate programming courses. These AI tools have the potential…

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DeepStack: Boosting Multimodal Structures using Layered Visual Token Assimilation for Exceptional High-Resolution Outcomes

AI Shorts, Applications, Artificial Intelligence, Computer vision, Editors Pick, Staff, Tech News, Technology, UncategorizedJune 12, 202427Views0Likes0Comments
Researchers from Fudan University and Microsoft have developed a novel architecture for language and vision models (LMMs), called "DeepStack." The DeepStack model takes a different approach to processing visual data, thereby improving overall computational efficiency and performance. Traditional LMMs typically integrate visual and textual data by converting images into visual tokens, which are then processed…

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“Teach-MusicGen: A Unique AI Method for Converting Text into Music while Enhancing Both Melodic and Literary Controls”

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Sound, Staff, Tech News, Technology, UncategorizedJune 12, 202437Views0Likes0Comments
Instruct-MusicGen, a new method for text-to-music editing, has been introduced by researchers from C4DM, Queen Mary University of London, Sony AI, and Music X Lab, MBZUAI. This new approach aims to optimize existing models that require significant resources and fail to deliver precise results. Instruct-MusicGen utilizes pre-trained models and innovative training techniques to accomplish high-quality…

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Improving the Safety and Dependability of AI via Short-Circuiting Methods

AI Shorts, Applications, Artificial Intelligence, Editors Pick, Machine learning, Staff, Tech News, Technology, UncategorizedJune 12, 202433Views0Likes0Comments
AI system vulnerabilities, particularly in large language models (LLMs) and multimodal models, can be manipulated to produce harmful outputs, raising questions about their safety and reliability. Existing defenses, such as refusal training and adversarial training, often fall short against sophisticated adversarial attacks and may degrade model performance. Addressing these limitations, a research team from Black…

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