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Publication

March 25, 2025

Integrity

Speech & Audio

Targeted Data Poisoning for Black-Box Audio Datasets Ownership Verification

El Mahdi El Mhamdi, Nicolas Usunier, Wassim (Wes) Bouaziz

March 25, 2025

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Publication

March 24, 2025

Integrity

Data Taggants: Dataset Ownership Verification Via Harmless Targeted Data Poisoning

Nicolas Usunier, El Mahdi El Mhamdi, Wassim (Wes) Bouaziz

March 24, 2025

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Publication

March 17, 2025

NLP

reWordBench: Benchmarking and Improving the Robustness of Reward Models with Transformed Inputs

Zhaofeng Wu, Yoon Kim, Andrew Cohen, Asli Celikyilmaz, Marjan Ghazvininejad, Michihiro Yasunaga

March 17, 2025

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Publication

March 13, 2025

NLP

Computer Vision

Subobject-level Image Tokenization

Samuel Cahyawijaya, Jianfeng Liu, Baoyuan Wang, Delong Chen, Pascale Fung

March 13, 2025

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Publication

February 28, 2025

Systems Research

Revisiting Reliability in Large-Scale Machine Learning Research Clusters

Apostolos Kokolis, Adithya Kumar, Carole-Jean Wu, Faye Ma, John Hoffman, Kalyan Saladi, Michael Kuchnik, Parth Malani, Shubho Sengupta, Zachary DeVito

February 28, 2025

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Publication

February 27, 2025

Integrity

Theory

Logic.py: Bridging the Gap between LLMs and Constraint Solvers

Pascal Kesseli, Peter O'Hearn, Ricardo Silveira Cabral

February 27, 2025

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Publication

February 24, 2025

Responsible AI

Detecting Benchmark Detection Through Watermarking

Alain Durmus, Chuan Guo, Pierre Fernandez, Saeed Mahloujifar, Tom Sander

February 24, 2025

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Publication

February 07, 2025

NLP

BOUQuET: dataset, Benchmark and Open initiative for Universal Quality Evaluation in Translation

The Omnilingual MT Team, Mikel Artetxe, Albert Ventayol, Alexandre Mourachko, Arina Turkatenko, Christophe Ropers, Cynthia Gao, David Dale, Eduardo Sánchez, Jean Maillard, Joe Chuang, Mariano Coria Meglioli, Marta R. Costa-jussa, Pierre Andrews, Safiyyah Saleem, Shireen Yates, Yiannis Tsiamas

February 07, 2025

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Publication

February 06, 2025

Speech & Audio

Meta Audiobox Aesthetics: Unified Automatic Quality Assessment for Speech, Music, and Sound

Andros Tjandra, Ann Lee, Apoorv Vyas, Baishan Guo, Bowen Shi, Brian Ellis, Carleigh Wood, John Hoffman, Matt Le, Nick Zacharov, Sanyuan Chen, Wei-Ning Hsu, Yi-Chiao Wu

February 06, 2025

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Publication

February 06, 2025

NLP

Brain-to-Text Decoding: A Non-invasive Approach via Typing

Mingfang (Lucy) Zhang, Svetlana Pinet, Hubert Jacob Banville, Jarod Levy, Jean Remi King, Jérémy Rapin, Stéphane d'Ascoli

February 06, 2025

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Publication

February 06, 2025

NLP

From Thought to Action: How a Hierarchy of Neural Dynamics Supports Language Production

Mingfang (Lucy) Zhang, F.-Xavier Alario, Pierre Bourdillon, Svetlana Pinet, Jarod Levy, Jean Remi King, Jérémy Rapin, Stéphane d'Ascoli

February 06, 2025

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Publication

January 04, 2025

NLP

Transformers are Multi-State RNNs

Matanel Oren, Roy Schwartz, Yossef (Yossi) Adi, Michael Hassid

January 04, 2025

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Person

Hongyu Gong

Seattle, United States

Hongyu is a research scientist at Facebook AI Research with a focus on speech and text translation. Her research interests span the areas of language re...

Research Area:

Speech & Audio

NLP

Person

Hu Xu

Seattle, United States

Hu Xu is a research scientist at Facebook AI Research (FAIR). His research interests are about data curation and alignment, multi-modal pre-training. Pr...

Research Area:

NLP

Computer Vision

Person

Hugo Touvron

Paris, France

Hugo joined Facebook AI Research as a resident PhD student in November 2019. He is advised by Hervé Jégou (Facebook) and Matthieu Cord (Sorbonne Unive...

Research Area:

NLP

Core Machine Learning

Person

I. Zeki Yalniz

Menlo Park, United States

I. Zeki is a research scientist at Facebook. He joined the Applied Machine Learning (AML) team as a research scientist in May 2017. Previously he worked...

Research Area:

Computer Vision

Person

Ilya Mironov

Menlo Park, United States

Ilya is a Research Scientist at Facebook AI, currently working on privacy-preserving machine learning with a particular focus on differential privacy. P...

Research Area:

Core Machine Learning

Systems Research

Person

Irina Kofman

Menlo Park, United States

Irina is currently the Director and Business Lead for Meta AI, where she has been leading operations, marketing, and special programs, such as the Deepf...

Person

Irina-Elena Veliche

Menlo Park, United States

Irina is a Machine Learning Engineer in the GenAI Safety team at Meta. Before that she was part of AI Speech Recognition team at Meta, where she worked ...

Person

Ishan Misra

New York City, United States

Ishan is a research scientist at Facebook. He is currently working on Computer Vision and Machine Learning. His research interest is in reducing the nee...

Research Area:

Computer Vision

Core Machine Learning

Person

Itai Gat

Tel Aviv, Israel

Itai Gat is a researcher at Meta FAIR, where he focuses on generative models, with a particular emphasis on discrete spaces. He earned his PhD from the ...

Research Area:

Human & Machine Intelligence

Computer Vision

Person

Jacob Kahn

Menlo Park, United States

Jacob is a Research Engineer at Facebook AI Research (FAIR), focusing on speech and language. He works on speech recognition methods, parallel and distr...

Research Area:

NLP

Computer Vision

Person

Jacqueline Pan

Menlo Park, United States

Jacqueline is a program manager at Facebook AI and focuses on developing Responsible AI practices and programs across the company. Prior to Facebook, Ja...

Person

Jane Yu

New York City, United States

Jane Dwivedi-Yu is a researcher at Meta AI. Her current research focuses on improving reasoning and tool usage capabilities of large language models, an...

Research Area:

Conversational AI

NLP

Blog

April 02, 2025

Open Source

How Tavus is helping to make AI videos feel like real conversations

Tavus, an AI video research company, leverages advanced AI models to create human-like digital interactions that feel as authentic as real human conversations.

April 02, 2025

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Blog

March 12, 2025

Open Source

How Smartly is improving customer service and automating technical support with generative AI

Smartly, a digital advertising platform, harnesses the power of AI to scale ads across channels.

March 12, 2025

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Blog

March 26, 2025

Open Source

How Cornerstone is transforming XR training to build essential skills for the modern workforce

Cornerstone is transforming how employees learn. Using Llama, they’re taking that experience to the next level through extended reality training scenarios.

March 26, 2025

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Dataset

March 27, 2025

CO3D Dataset

The CO3D Dataset is designed to measure progress on some 3D technology.

March 27, 2025

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Blog

March 18, 2025

Open Source

Meta at SXSW: How Llama and open source AI is leveling the playing field and enabling innovation

At SXSW, Meta and Llama developers showcased the impact of open source AI, and participated in policy discussions and hands-on demos.

March 18, 2025

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Blog

March 18, 2025

Open Source

Our open source Llama models are helping to spur economic growth in the US

We’ve shared how Llama’s impact has already been felt by businesses and entrepreneurs. And today, we’re looking at how Llama is helping to spur economic growth in the US.

March 18, 2025

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Blog

March 06, 2025

Open Source

Building foundation models for understanding human pathology using DINOv2

When Dr. Faisal Mahmood set up his laboratory at the intersection of pathology and machine learning. The team credits open source models, including Meta’s DINO, with helping them do their work.

March 06, 2025

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Blog

March 05, 2025

Open Source

How Sofya is taking clinical reasoning to the next level with Llama

Sofya turned to Llama with the goal of fostering the development of healthcare solutions in Brazil and Latin America.

March 05, 2025

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Blog

February 12, 2025

Open Source

AI Artifacts: An interview with Ruben Fro and Benjamin Bardou

In honor of this year’s AI Action Summit, we partnered with the Bibliothèque Nationale de France (BnF), Fisheye Immersive, Convergence, and Institut Montaigne to commission two open source AI-generated art installations by innovative artists, Ruben Fro and Benjamin Bardou.

February 12, 2025

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Blog

February 28, 2025

Open Source

How Sevilla FC is discovering future soccer stars with Llama

Sevilla FC’s data department partnered with IBM to create Scout Advisor, a generative AI-driven scouting tool designed and deployed on watsonx, with Llama 3.1 70B Instruct.

February 28, 2025

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Blog

August 07, 2024

Open Source

Methods for adapting large language models

In this post, we’ll take a look at the various approaches available to adapt LLMs to domain data.

August 07, 2024

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Blog

February 19, 2025

Open Source

Dramatically accelerating patient-matching in clinical trials with open source

Mendel AI’s flagship product, Mendel Hypercube, tackles clinical tasks. With Llama, Hypercube can also be used for trial matching and putting together patient groups.

February 19, 2025