Microsoft Research Blog

  1. A holistic representation toward integrative AI

    At Microsoft, we have been on a quest to advance AI beyond existing techniques, by taking a more holistic, human-centric approach to learning and understanding. As Chief Technology Officer of Azure AI Cognitive Services, I have been working with a team of amazing scientists and…
    October 20, 2020 by Xuedong Huang

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  1. CodeXGLUE: A benchmark dataset and open challenge for code intelligence

    According to Evans Data Corporation, there are 23.9 million professional developers in 2019, and the population is expected to reach 28.7 million in 2024. With the growing population of developers, code intelligence, which aims to leverage AI to help software developers improve the productivity of…
    September 29, 2020
  2. Project InnerEye open-source deep learning toolkit: Democratizing medical imaging AI

    For over a decade, the Project InnerEye team at Microsoft Research Cambridge has been developing state-of-the-art machine learning methods for the automatic, quantitative analysis of three-dimensional medical images. An important application is to assist clinicians for image preparation and planning tasks for radiotherapy cancer treatment.…
  3. a screenshot of a cell phone

    Dialogue as Dataflow: A new approach to conversational AI

    By the Semantic Machines research team “Easier said than done.” These four words reflect the promise of conversational AI. It takes just seconds to ask When are Megan and I both free? but much longer to find out manually from a calendar. Indeed, almost everything…
    September 21, 2020