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External Validity of Online Experiments: Can We Predict the Future?
“It is difficult to make predictions, especially about the future” – Yogi Berra (perhaps apocryphal) How well can experiments be used to predict the future? At Microsoft’s Experimentation Platform...
View ArticleNeurIPS 2024 Papers from Microsoft Research Asia
Oral papers Not All Tokens Are What You Need for PretrainingPrevious language model pre-training methods have uniformly applied a next-token prediction loss to all training tokens. Challenging this...
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Next-generation systems in the AI era: Microsoft Research Asia StarTrack...
AI is advancing at an extraordinary pace, driven by groundbreaking innovations in computer systems. As we rapidly move towards an era centered around AI computing, these systems have significantly...
View ArticleMicrosoft Research @ NeurIPs beta AI experience
To help visitors to the Microsoft Research website get a sense of the research presented at NeurIPs 2024 by Microsoft research teams, we have created a beta AI experience to accompany our standard...
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Theoretical foundations of large language models: Microsoft Research Asia...
Large language models (LLMs), led by GPT and followed by numerous other models, have demonstrated their strong capabilities in many areas, from language processing such as text generation and document...
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Towards industrial foundation models: Integrating large language models with...
Although large language models (LLMs) excel in language-focused tasks like news writing, document summarization, customer service, and virtual assistants, they face challenges when it comes to...
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Low latency carbon budget analysis reveals large decline in land carbon sink...
Since the Industrial Revolution, the burning of fossil fuels and changes in land use, especially deforestation, have driven the rise in atmospheric carbon dioxide (CO2). While terrestrial vegetation...
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Towards a synergy between AI and the brain: Microsoft Research Asia StarTrack...
Microsoft Research Asia’s prestigious StarTrack Scholars has officially taken flight, extending a global invitation to brilliant minds for an immersive three-month research visit. The program features...
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Media Foundation: Microsoft Research Asia StarTrack Scholars 2025 unlocks the...
Microsoft Research Asia is pioneering innovations in Media Foundation to advance AI’s ability in processing real-world media. As one of the keys focuses of the 2025 StarTrack Scholars Program, this...
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Redefining robot intelligence: 2024 Microsoft Research Asia StarTrack...
With the rapid advancements in AI and robotics, the development of highly intelligent robots capable of seamlessly interacting with the physical environment is becoming increasingly achievable. As the...
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