Rangan Majumder
Vice President
新闻与深度文章
Welcome to Research Focus, a series of blog posts that highlights notable publications, events, code/datasets, new hires and other milestones from across the research community at Microsoft. Large language models (LLMs) have shown remarkable performance in generating text similar to…
| Jingwen Lu, Jidong Long (龙继东), 和 Rangan Majumder
At Microsoft Bing, our mission is to delight users everywhere with the best search experience. We serve a diverse set of customers all over the planet who issue queries in over 100 languages. In search we’ve found about 15% of…
新闻报道 | VentureBeat
Microsoft details Speller100, an AI system that checks spelling in over 100 languages
In a post on its AI research blog, Microsoft today detailed a new language system, Speller100, that the company claims is one of the most comprehensive ever made in terms of linguistic coverage and accuracy. Comprising a number of AI models…
| Bita Darvish Rouhani, Doug Burger, Eric Chung, Rangan Majumder, Sangeetha Shekar, Saurabh Tiwary, Sitaram Lanka, 和 Steve Reinhardt
AI is taking on an increasingly important role in many Microsoft products, such as Bing and Office 365. In some cases, it’s being used to power outward-facing features like semantic search in Microsoft Word or intelligent answers in Bing, and…
新闻报道 | siliconANGLE
Microsoft AI tool enables ‘extremely large’ models with a trillion parameters
Microsoft Corp. has released a new version of its open-source DeepSpeed tool that it says will enable the creation of deep learning models with a trillion parameters, more than five times as many as in the world’s current largest model.
| DeepSpeed Team, Rangan Majumder, 和 Junhua Wang
In February, we announced DeepSpeed, an open-source deep learning training optimization library, and ZeRO (Zero Redundancy Optimizer), a novel memory optimization technology in the library, which vastly advances large model training by improving scale, speed, cost, and usability. DeepSpeed has…
| DeepSpeed Team, Rangan Majumder, 和 Junhua Wang
In February, we announced DeepSpeed, an open-source deep learning training optimization library, and ZeRO (Zero Redundancy Optimizer), a novel memory optimization technology in the library, which vastly advances large model training by improving scale, speed, cost, and usability. DeepSpeed has…
新闻报道 | The Register
Meet Clippy 9000: Microsoft brags about building Earth’s largest AI language model, refuses to let it out of the lab
There’s a new giant AI language model in town: enter Microsoft’s Turing-NLG system, which apparently contains a whopping 17 billion parameters, making it the largest publicly known model of its class yet.
Transformer-based language generation models have enabled better conversational applications. Though they still have their shortcomings, which were recently exposed by a team at MIT, researchers continue improving them to build better, larger, and more robust models.