Olga Golovneva
RESEARCH ENGINEER | WASHINGTON DC, UNITED STATES
I am a Research Engineer working at Meta AI Research Labs since March 2022. Before joining Meta, I was a Research Scientist at Amazon Alexa, where I focused on low-resource NLP modeling. Before that, I was working in Applied Math and Geophysics area. My main interests include Language Generation, Reasoning, Dialog Modeling, and Language Evaluation.
Olga's Work
Olga's Publications
April 04, 2025
NLP
CORE MACHINE LEARNING
Multi-Token Attention
Jason Weston, Olga Golovneva, Sainbayar Sukhbaatar, Tianlu Wang
April 04, 2025
July 23, 2024
NLP
Reverse Training to Nurse the Reversal Curse
Olga Golovneva, Jason Weston, Sainbayar Sukhbaatar, Zeyuan Allen-Zhu
July 23, 2024
December 04, 2023
NLP
PATHFINDER: Guided Search over Multi-Step Reasoning Paths
Olga Golovneva, Asli Celikyilmaz, Luke Zettlemoyer, Maryam Fazel-Zarandi, Ram Pasunuru, Sean O'Brien, Tianlu Wang
December 04, 2023
July 14, 2023
NLP
COMPUTER VISION
Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction Tuning
Armen Aghajanyan, Adam Polyak, Arun Babu, Asli Celikyilmaz, Benjamin Miller, Binh Tang, Bowen Shi, Brian Karrer, Candace Ross, Daniel Li (FAIR), Gargi Ghosh, Jacob Xu, Lili Yu, Luke Zettlemoyer, Maryam Fazel-Zarandi, Olga Golovneva, Ram Pasunuru, Russ Howes, Shelly Sheynin, Tianlu Wang, Uriel Singer, Vasu Sharma, Yaniv Taigman
July 14, 2023
Our approach
Latest news
Foundational models
Meta © 2026