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Dialogue-guided intelligent document processing with foundation models on Amazon SageMaker JumpStart Alfred Shen AWS Machine Learning Blog

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​ Intelligent document processing (IDP) is a technology that automates the processing of high volumes of unstructured data, including text, images, and videos. IDP offers a significant improvement over manual methods and legacy optical character recognition (OCR) systems by addressing challenges such as cost, errors,… Read More »Dialogue-guided intelligent document processing with foundation models on Amazon SageMaker JumpStart Alfred Shen AWS Machine Learning Blog

Automate document validation and fraud detection in the mortgage underwriting process using AWS AI services: Part 1 Anup Ravindranath AWS Machine Learning Blog

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​ In this three-part series, we present a solution that demonstrates how you can automate detecting document tampering and fraud at scale using AWS AI and machine learning (ML) services for a mortgage underwriting use case. This solution rides on a more significant global wave… Read More »Automate document validation and fraud detection in the mortgage underwriting process using AWS AI services: Part 1 Anup Ravindranath AWS Machine Learning Blog

Perform batch transforms with Amazon SageMaker Jumpstart Text2Text Generation large language models Hemant Singh AWS Machine Learning Blog

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​ Today we are excited to announce that you can now perform batch transforms with Amazon SageMaker JumpStart large language models (LLMs) for Text2Text Generation. Batch transforms are useful in situations where the responses don’t need to be real time and therefore you can do… Read More »Perform batch transforms with Amazon SageMaker Jumpstart Text2Text Generation large language models Hemant Singh AWS Machine Learning Blog

Meet XTREME-UP: A Benchmark for Evaluating Multilingual Models with Scarce Data Evaluation, Focusing on Under-Represented Languages Tanya Malhotra Artificial Intelligence Category – MarkTechPost

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​ The fields of Artificial Intelligence and Machine Learning are solely dependent upon data. Everyone is deluged with data from different sources like social media, healthcare, finance, etc., and this data is of great use to applications involving Natural Language Processing. But even with so… Read More »Meet XTREME-UP: A Benchmark for Evaluating Multilingual Models with Scarce Data Evaluation, Focusing on Under-Represented Languages Tanya Malhotra Artificial Intelligence Category – MarkTechPost

Meet ONE-PEACE: A General Representation Model Towards Unlimited Modalities Across Different Modalities Aneesh Tickoo Artificial Intelligence Category – MarkTechPost

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​ Representation models have gotten much attention in computer vision, voice, natural language processing, etc. Representation models exhibit high generalization in various downstream tasks after learning from vast data. Furthermore, there is a growing demand for representation models due to the spectacular rise of large-scale… Read More »Meet ONE-PEACE: A General Representation Model Towards Unlimited Modalities Across Different Modalities Aneesh Tickoo Artificial Intelligence Category – MarkTechPost

Researchers from the National University of Singapore Propose Mind-Video: A New AI Tool That Uses fMRI Data from the Brain to Recreate Video Image Tanushree Shenwai Artificial Intelligence Category – MarkTechPost

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​ Understanding human cognition has made reconstructing human vision from brain processes intriguing, especially when employing non-invasive technologies like functional Magnetic Resonance Imaging (fMRI). There has been a lot of progress in recovering still images from non-invasive brain recordings, but not much in the way… Read More »Researchers from the National University of Singapore Propose Mind-Video: A New AI Tool That Uses fMRI Data from the Brain to Recreate Video Image Tanushree Shenwai Artificial Intelligence Category – MarkTechPost