Natural Language Processing & Speech

Breaking down language barriers

We want to break down language barriers across the world for everyone to understand and communicate with anyone—no matter what language you speak.

Our natural language processing and speech researchers focus on the interaction between people and computers using human languages, both in diverse written and spoken forms, to remove the barrier of language from the ability to communicate. The challenges are immense, from the billions of users on Facebook across the 6,000 languages in the world—some even without a writing system, to the informal tone, slang and typos people use on Facebook. Our researchers work on the complex problems that span deep learning/neural networks, natural language processing, language identification, text normalization, word sense disambiguation, and machine learning, to break down the problems, and build and deploy robust language translation solutions.

“Connecting the world, regardless of where you live or what language you speak, is our grand challenge. Our teams of researchers are giving people the ability to do just that with innovate new solutions that break down language barriers and make connecting with anyone, anywhere possible.” Benoit Dumoulin, Engineering Manager

Latest Publications

All Publications

Spatially Aware Multimodal Transformers for TextVQA

Yash Kant, Dhruv Batra, Peter Anderson, Alexander Schwing, Devi Parikh, Jiasen Lu, Harsh Agrawal

ECCV - August 23, 2020

Large-scale Pretraining for Visual Dialog: A Simple State-of-the-Art Baseline

Vishvak Murahari, Dhruv Batra, Devi Parikh, Abhishek Das

ECCV - August 23, 2020

Non-autoregressive Machine Translation with Disentangled Context Transformer

Jungo Kasai, James Cross, Marjan Ghazvininejad, Jiatao Gu

ICML - July 13, 2020

Multilingual Composer Demo

0:38 | January 1, 2016

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