Microsoft Research New England Lab - Cambridge Massachusetts

Microsoft Research Lab – New England

新闻与深度文章

A flow chart demonstrating the five steps in a self-play pipeline for a language model to improve itself automatically.A self-play pipeline for a language model (LM) to improve itself in a fully automatic manner. First, the LM generates novel puzzles based on a training set of handwritten puzzles. Then, the LM attempts to solve each of these puzzles 100 times. In Step 3, the computer (specifically a Python interpreter) filters the candidate solutions for correctness. Finally, the LM is improved by further training on these verified correct solutions to synthetic puzzles, and the process repeats. This process leads to significant improvements as measured on held-out test puzzles that were also handwritten.
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| Adam Tauman Kalai 和 Patrick Haluptzok

Self-play has helped AI systems succeed …

奖项 | ACM SIGecom

Nicole Immorlica receives SIGecom 2023 Test-of-Time Award 

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奖项 | ACM

ACM named Yael Tauman Kalai recipient of the 2022 ACM Prize in Computing for breakthroughs in Cryptography 

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奖项 | Institute of Mathematical Statistics

Lorin Crawford honored as a 2023 COPSS Emerging Leader Awardee 

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奖项 | Forbes

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奖项 | NeurIPS Conference 2022

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新闻报道 | The Washington Post

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climate research - photo of a man taking a photo of the Northern Lights
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Addressing and mitigating the effects of…

新闻报道 | Data.org

Project Resolve and the Healthy Community Hub Deploy Data Science that Works for Communities 

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