Research

How Meta is working to assess fairness in relation to race in the U.S. across its products and systems

November 16, 2021

Abstract

At Meta, we’re taking action to advance racial justice in our company and on our platform.

The purpose of this paper is to describe in detail privacy-preserving approaches that Meta is currently scoping and piloting in the U.S. to advance our ability to assess whether product and system differences exist across race and ethnicity.

Download the Technical Paper

AUTHORS

Written by

Rachad Alao

Miranda Bogen

Jingang Miao

Ilya Mironov

Jonathan Tannen

Related Publications

October 19, 2026

NLP

Muse Glimmer 30B: An On-Device Agentic Model

Muse Glimmer team

October 19, 2026

October 14, 2026

Human-Guided Agentic AI for End-to-End EHR Research: Sequential Antibody-Drug Conjugate Pathways in Breast Cancer

Arturo Loazia-Bonilla

October 14, 2026

October 14, 2026

Pickleball injuries, search interest, and participation in the United States, 2014-2023: an ecological time series study

Daniel Kim

October 14, 2026

October 14, 2026

Outcomes in Methicillin-Susceptible and Methicillin-Resistant Staphylococcus aureus Infective Endocarditis Compared With Staphylococcus lugdunensis Infective Endocarditis

Paddy Ssentongo

October 14, 2026

October 31, 2019

NLP

Facebook AI's WAT19 Myanmar-English Translation Task Submission

Peng-Jen Chen, Jiajun Shen, Matt Le, Vishrav Chaudhary, Ahmed El-Kishky, Guillaume Wenzek, Myle Ott, Marc’Aurelio Ranzato

October 31, 2019

October 27, 2019

Order-Aware Generative Modeling Using the 3D-Craft Dataset | Facebook AI Research

Zhuoyuan Chen, Demi Guo, Tong Xiao, Saining Xie, Xinlei Chen, Haonan Yu, Jonathan Gray, Kavya Srinet, Haoqi Fan, Jerry Ma, Charles R. Qi, Shubham Tulsiani, Arthur Szlam, Larry Zitnick

October 27, 2019

April 25, 2020

Energy-Based Models for Atomic-Resolution Protein Conformations | Facebook AI Research

Yilun Du, Joshua Meier, Jerry Ma, Rob Fergus, Alexander Rives

April 25, 2020

June 11, 2019

Computer Vision

ELF OpenGo: An Analysis and Open Reimplementation of AlphaZero | Facebook AI Research

Yuandong Tian, Jerry Ma, Qucheng Gong, Shubho Sengupta, Zhuoyuan Chen, James Pinkerton, Larry Zitnick

June 11, 2019

Help Us Pioneer The Future of AI

We share our open source frameworks, tools, libraries, and models for everything from research exploration to large-scale production deployment.