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@facebookai

Facebook AI focuses on connecting people to what they care about, powering meaningful and safe experiences, advancing ML, and conducting open research.

Joined August 2018

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  1. We are releasing HiPlot, a lightweight interactive visualization tool to help AI researchers discover correlations and patterns in high-dimensional data.

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  2. In a collaboration with universities in France and Taiwan, Facebook AI is releasing Polygames, a new open source framework that enables researchers to train AI systems through self-play in a wide range of strategy games.

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  3. We're releasing mBART, a new seq2seq multilingual pretraining system for machine translation across 25 languages. It gives significant improvements for document-level translation and low-resource languages. Read our paper to learn more:

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  4. Facebook's AI Residency program, which gives residents 12 months of practical experience in AI working with leading researchers, is accepting applications until January 31st! Current residents Diana and Eric discuss their experience in this Q&A:

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  5. Beat the Bot, which is a game exclusively for researchers on Messenger, helps provide researchers with high-signal data. We plan to open-source our dataset to help push dialogue research forward. Watch the video to learn more:

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  6. We’re releasing a major update to Facebook AI’s open source AI Habitat platform for training embodied AI agents in photorealistic 3D virtual environments. AI Habitat now supports interactive objects, realistic physics modeling, and more.

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  7. Facebook AI has effectively solved the task of point-goal navigation by AI agents in simulated environments, using only a camera, GPS, and compass data. Agents achieve 99.9% success in a variety of virtual settings, such as houses and offices.

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  8. Retweeted

    To help those affected by the Australia bushfires, we're providing Disaster Maps to organizations like Disaster Relief to analyze evacuations and optimize response efforts. We're also matching up to AU$1 million in donations made to GlobalGiving.

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  9. Retweeted
    Jan 14

    Facebook taught its AI to speak math

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  10. We've open sourced VizSeq, a Python toolkit that makes it easy to visualize text generation outputs. With a user-friendly interface, VizSeq improves productivity and enables fast evaluation on large data sets.

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  11. By restructuring math expressions as a language, Facebook AI has developed the first neural network that uses symbolic reasoning to solve advanced mathematics problems.

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  12. We have open-sourced wav2letter@anywhere, an inference framework for online speech recognition that delivers state-of-the-art performance.

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  13. We’re looking back at some of our most notable posts from 2019. See the highlights and learn more about our work.

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  15. To help make reproducibility in AI research both practical and effective, Facebook AI Managing Director Joelle Pineau introduced the first ML Reproducibility Checklist and co-organized a reproducibility challenge. Learn more here:

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  16. Learn about LIGHT, a multiplayer text adventure game that enables researchers to study language and actions jointly in a game world. We've made the complete setup open-source and available to other researchers here:

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  17. Thirty-four teams entered the first fastMRI challenge, seeking to develop new ways to use AI to make MRIs 10x faster with no loss in quality. Learn about the results here:

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  18. We have a new research award opportunity on the topic of on-device AI! Academic faculty can submit proposals on enabling execution of AI-based capabilities within the constraints of edge devices. Applications are open until February 3.

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  19. Pluribus, the first AI bot to beat elite poker pros in 6 player Texas Hold’em, has been named a runner-up for 's Breakthrough of the Year: Congrats to and ! Read more about Pluribus here:

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  20. Retweeted

    Joelle Pineau is leading an effort to encourage artificial-intelligence researchers to open up their code.

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