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STORM: An AI-Powered Writing System for the Synthesis of Topic Outlines through Retrieval and Multi-perspective Question Asking Niharika Singh Artificial Intelligence Category – MarkTechPost

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​[[{“value”:” Generating comprehensive and detailed outlines for long-form articles, such as those on Wikipedia, poses a significant challenge. Traditional approaches often do not capture the full depth of a topic, leading to articles that are either too shallow or poorly organized. The core problem lies… Read More »STORM: An AI-Powered Writing System for the Synthesis of Topic Outlines through Retrieval and Multi-perspective Question Asking Niharika Singh Artificial Intelligence Category – MarkTechPost

This AI Paper Introduces TelecomGPT: A Domain-Specific Large Language Model for Enhanced Performance in Telecommunication Tasks Nikhil Artificial Intelligence Category – MarkTechPost

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​[[{“value”:” Telecommunications involves the transmission of information over distances to communicate. It encompasses various technologies like radio, television, satellite, and the internet, enabling voice, data, and video transmission. This field is crucial for modern communication, supporting global connectivity and data exchange. Innovations in this field… Read More »This AI Paper Introduces TelecomGPT: A Domain-Specific Large Language Model for Enhanced Performance in Telecommunication Tasks Nikhil Artificial Intelligence Category – MarkTechPost

Meet Parley: An AI-Powered Startup Helping Immigration Lawyers Write Visa Applications Using AI Dhanshree Shripad Shenwai Artificial Intelligence Category – MarkTechPost

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​[[{“value”:” The United States’ immigration system is notoriously difficult. Lottery systems, outrageous costs, and unending paperwork are things that everyone trying to get a work or immigration visa will tell you about. The process for immigration firms must be automated and fixed immediately. An attorney… Read More »Meet Parley: An AI-Powered Startup Helping Immigration Lawyers Write Visa Applications Using AI Dhanshree Shripad Shenwai Artificial Intelligence Category – MarkTechPost

Mistral AI Unveils Mathstral 7B and Math Fine-Tuning Base: Achieving 56.6% on MATH and 63.47% on MMLU, Restructuring Mathematical Discovery Asif Razzaq Artificial Intelligence Category – MarkTechPost

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​[[{“value”:” Mistral AI announces the release of its latest model, the Mathstral model. This new model is specifically designed for mathematical reasoning and scientific discovery. Named as a tribute to Archimedes, whose 2311th anniversary is celebrated this year, Mathstral is a 7-billion parameter model with… Read More »Mistral AI Unveils Mathstral 7B and Math Fine-Tuning Base: Achieving 56.6% on MATH and 63.47% on MMLU, Restructuring Mathematical Discovery Asif Razzaq Artificial Intelligence Category – MarkTechPost

Hugging Face Introduces SmolLM: Transforming On-Device AI with High-Performance Small Language Models from 135M to 1.7B Parameters Asif Razzaq Artificial Intelligence Category – MarkTechPost

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​[[{“value”:” Hugging Face has recently released SmolLM, a family of state-of-the-art small models designed to provide powerful performance in a compact form. The SmolLM models are available in three sizes: 135M, 360M, and 1.7B parameters, making them suitable for various applications while maintaining efficiency and… Read More »Hugging Face Introduces SmolLM: Transforming On-Device AI with High-Performance Small Language Models from 135M to 1.7B Parameters Asif Razzaq Artificial Intelligence Category – MarkTechPost

PINE: Efficient Norm-Bound Verification for Secret-Shared Vectors Apple Machine Learning Research

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​Secure aggregation of high-dimensional vectors is a fundamental primitive in federated statistics and learning. A two-server system such as PRIO allows for scalable aggregation of secret-shared vectors. Adversarial clients might try to manipulate the aggregate, so it is important to ensure that each (secret-shared) contribution… Read More »PINE: Efficient Norm-Bound Verification for Secret-Shared Vectors Apple Machine Learning Research

Projected Language Models: A Large Model Pre-Segmented Into Smaller Ones Apple Machine Learning Research

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​[[{“value”:”This paper has been accepted at the Foundation Models in the Wild workshop at ICML 2024. Large language models are versatile tools but are not suitable for small inference budgets. Small models have more efficient inference but their lower capacity means that their performance can… Read More »Projected Language Models: A Large Model Pre-Segmented Into Smaller Ones Apple Machine Learning Research

Towards Automated Accessibility Report Generation for Mobile Apps Apple Machine Learning Research

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​Many apps have basic accessibility issues, like missing labels or low contrast. Automated tools can help app developers catch basic issues, but can be laborious to run or require writing dedicated tests. In this work, we developed a system to generate accessibility reports from mobile… Read More »Towards Automated Accessibility Report Generation for Mobile Apps Apple Machine Learning Research