CodeXGLUE: A benchmark dataset and open challenge for code intelligence
According to Evans Data Corporation (opens in new tab), 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…
代码智能新基准数据集CodeXGLUE来袭，多角度衡量模型优劣
编者按：代码智能（code intelligence）目的是让计算机具备理解和生成代码的能力，并利用编程语言知识和上下文进行推理，支持代码检索、补全、翻译、纠错、问答等场景。以深度学习为代表的人工智能算法，近年来在理解自然语言上取得了飞跃式的突破，代码智能也因此获得了越来越多的关注。该领域一旦有突破，将大幅度推动 AI 在软件开发场景的落地。 一直以来，微软秉承为开发者赋能的使命。在2020年 B...
In the news | Microsoft Azure Blog
Accelerating genomics workflows and data analysis on Azure
Genomics is foundational to the development of targeted therapeutics and precision medicine. Advances in DNA sequencing technologies has driven a revolution in genomics-based research and is helping facilitate better understanding of human biology and disease conditions. This expanded knowledge is…
Measuring dataset similarity using optimal transport
| David Alvarez-Melis and Nicolo Fusi
Is FashionMNIST, a dataset of images of clothing items labeled by category, more similar to MNIST or to USPS, both of which are classification datasets of handwritten digits? This is a pretty hard question to answer, but the solution could…
In the news | DCD
Microsoft shows off holographic storage device
Early research on what could one day live in the cloud Microsoft has announced Project HSD, an effort to build holographic storage devices for its Azure cloud service. While the idea of storing data throughout the volume of the medium…
In the news | SearchEngineLand
Bing applies AI and natural language models to autosuggest, People Also Ask
Bing is now using natural language generation models (models that generate text) to improve its autosuggest and People Also Ask (PAA) features, the company announced Wednesday. It is also expanding the use of natural language representation models to extend its…
In the news | Tech Xplore
Microsoft turns to holographic solutions for cloud storage
When people think of holograms, they may think of the small insignia on credit cards that appear to move as you rotate the card. Or they may think of recent rock concert spectacles featuring realistic 3-D performances by singers who…
Please note that Soundscape is a navigation aide, not a primary navigational tool, and should not be used in lieu of mobility skills and good judgement. Hello, Soundscape enthusiasts (or soon to be enthusiasts?) I’m Marie Trudelle and I…
Research shows that students who are exposed to social-emotional learning from a young age are better prepared for their futures. Now, with the help of a new feature in Microsoft Teams called 'Reflect', students can learn how to identify their…