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

July 23, 2024

NLP

Reverse Training to Nurse the Reversal Curse

Olga Golovneva, Zeyuan Allen-Zhu, Jason Weston, Sainbayar Sukhbaatar

July 23, 2024

December 04, 2023

NLP

PATHFINDER: Guided Search over Multi-Step Reasoning Paths

Olga Golovneva, Sean O'Brien, Ram Pasunuru, Tianlu Wang, Luke Zettlemoyer, Maryam Fazel-Zarandi, Asli Celikyilmaz

December 04, 2023

July 14, 2023

NLP

COMPUTER VISION

Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction Tuning

Lili Yu, Bowen Shi, Ram Pasunuru, Benjamin Miller, Olga Golovneva, Tianlu Wang, Arun Babu, Binh Tang, Brian Karrer, Shelly Sheynin, Candace Ross, Adam Polyak, Russ Howes, Vasu Sharma, Jacob Xu, Uriel Singer, Daniel Li (FAIR), Gargi Ghosh, Yaniv Taigman, Maryam Fazel-Zarandi, Asli Celikyilmaz, Luke Zettlemoyer, Armen Aghajanyan

July 14, 2023