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SAMMO: A general-purpose framework for prompt optimization

Large language models (LLMs) have revolutionized a wide range of tasks and applications that were previously reliant on manually crafted machine learning (ML) solutions, streamlining through automation. However, despite these advances, a notable challenge persists: the need for extensive prompt engineering to adapt these models to new tasks....

Thu Apr 18, 2024 19:09
Research Focus: Week of April 15, 2024

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. NEW RESEARCH Appropriate reliance on Generative AI: Research synthesis Appropriate reliance on AI happens when people accept correct...

Wed Apr 17, 2024 19:05
Microsoft at NDSI 2024: Discoveries and implementations in networked systems

Networked systems and their applications are essential in building the reliable, scalable, secure, and innovative infrastructure required to meet society’s evolving needs. One of the premier events in this field, the 21st USENIX Symposium on Networked Systems Design and Implementation (opens in new tab) (NSDI ‘24), provides a platform for researchers...

Tue Apr 16, 2024 19:08
Abstracts: April 16, 2024

Members of the research community at Microsoft work continuously to advance their respective fields. Abstracts brings its audience to the cutting edge with them through short, compelling conversations about new and noteworthy achievements. In this episode, Senior Research Software Engineer Tusher Chakraborty joins host Gretchen...

Tue Apr 16, 2024 16:06
Ideas: Language technologies for everyone with Kalika Bali

Behind every emerging technology is a great idea propelling it forward. In the new Microsoft Research Podcast series, Ideas, members of the research community at Microsoft discuss the beliefs that animate their research, the experiences and thinkers that inform it, and the positive human impact it targets.  In this episode,...

Thu Apr 11, 2024 16:06
Research Focus: Week of April 1, 2024

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. NEW RESEARCH LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error In the same way that tools can help people complete...

Wed Apr 3, 2024 19:10

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