RESEARCH

NLP

The first AI model that translates 100 languages without relying on English data

Facebook AI is introducing M2M-100, the first multilingual machine translation model that can translate between any pair of 100 languages without relying on English data.

October 19, 2020

RESEARCH

NLP

The first AI model that translates 100 languages without relying on English data

Facebook AI is introducing M2M-100, the first multilingual machine translation model that can translate between any pair of 100 languages without relying on English data.

October 19, 2020

RESEARCH

ML APPLICATIONS

Facebook AI’s co-teaching program to increase pathways into AI for diverse candidates

October 22, 2020

RESEARCH

SPEECH & AUDIO

Facebook research at Interspeech 2020

October 23, 2020

Blog Posts

Blog

October 23, 2020

RESEARCH

Facebook research at Interspeech 2020

Spoken language processing is the next frontier in human-computer interaction. At this year’s #Interspeech2020, Facebook researchers will be presenting AI advances in

October 23, 2020

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Blog

October 22, 2020

DEVELOPER TOOLS

OPEN SOURCE

PPL Bench: Creating a standard for benchmarking probabilistic programming languages

PPL Bench is an open-source, standardized benchmarking framework for measuring inference performance in probabilistic programming languages.

October 22, 2020

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Blog

October 22, 2020

RESEARCH

ML APPLICATIONS

Facebook AI’s co-teaching program to increase pathways into AI for diverse candidates

As part of our efforts to bring more people from different backgrounds into AI, Facebook AI is partnering with Georgia Tech’s College of Computing to pioneer a first-of-its-kind…

October 22, 2020

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Blog

October 20, 2020

RESEARCH

ML APPLICATIONS

Using AI to help health experts address the COVID-19 pandemic

Facebook AI is partnering with academic researchers and other experts to create forecasting models of the spread of COVID-19 in order to help healthcare providers and emergency responders determine how best to allocate resources.

October 20, 2020

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Blog

October 19, 2020

RESEARCH

NLP

The first AI model that translates 100 languages without relying on English data

Facebook AI is introducing M2M-100, the first multilingual machine translation model that can translate between any pair of 100 languages without relying on English data.

October 19, 2020

Learn More

Blog

October 16, 2020

RESEARCH

A deeper understanding of the role of momentum in non-convex optimization

An understanding of when and why adding momentum results in more efficient optimization of machine learning models. Optimization algorithms are key…

October 16, 2020

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Blog

October 14, 2020

ML APPLICATIONS

RESEARCH

Facebook and Carnegie Mellon launch the Open Catalyst Project to find new ways to store renewable energy

Facebook AI and the Carnegie Mellon University (CMU) Department of Chemical Engineering are announcing the Open Catalyst Project, a collaboration intended to use…

October 14, 2020

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Blog

October 08, 2020

DEVELOPER TOOLS

OPEN SOURCE

A new open source framework for automatic differentiation with graphs

Introducing GTN, an open source framework for automatic differentiation with a powerful, expressive type of graph called weighted finite-state transducers (WFSTs). With…

October 08, 2020

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Blog

October 05, 2020

RESEARCH

ML APPLICATIONS

Using reinforcement learning to personalize AI-accelerated MRI scans

The future of healthcare is personal. Today we’re publishing research on active MRI acquisition, which uses reinforcement learning to adjust AI-accelerated scans on a

October 05, 2020

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Blog

September 30, 2020

OPEN SOURCE

NLP

PyTorch utilized in aim to accelerate drug discovery

PyTorch helps AstraZeneca apply advanced machine learning to drug discovery.

September 30, 2020

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Blog

September 28, 2020

OPEN SOURCE

ML APPLICATIONS

Retrieval Augmented Generation: Streamlining the creation of intelligent natural language processing models

Teaching computers to understand how humans write and speak, known as natural language processing or NLP, is one of the oldest challenges in AI research. There has been…

September 28, 2020

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Blog

September 24, 2020

RESEARCH

ML APPLICATIONS

Introducing Dynabench: Rethinking the way we benchmark AI

We’re sharing Dynabench, a first-of-its-kind platform for dynamic AI benchmarking. It uses humans and models together “in the loop” to create challenging new data sets…