Olga Golovneva

29 papers A* 3B 1Journal 21Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Self-Improving Pretraining: using post-trained models to pretrain better models. CoRR Ellen Xiaoqing Tan, Shehzaad Dhuliawala, Jing Xu, Ping Yu, Sainbayar Sukhbaatar, Jason Weston, Olga Golovneva
2025	J	`jnl`	CoT-Self-Instruct: Building high-quality synthetic prompts for reasoning and non-reasoning tasks. CoRR Ping Yu, Jack Lanchantin, Tianlu Wang, Weizhe Yuan, Olga Golovneva, Ilia Kulikov, Sainbayar Sukhbaatar, Jason Weston, Jing Xu
2025	B	`conf`	Efficient Tool Use with Chain-of-Abstraction Reasoning. COLING Silin Gao, Jane Dwivedi-Yu, Ping Yu, Xiaoqing Ellen Tan, Ramakanth Pasunuru, Olga Golovneva, Koustuv Sinha, Asli Celikyilmaz, Antoine Bosselut, Tianlu Wang
2025	A*	`conf`	Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge. EMNLP Tianhao Wu, Weizhe Yuan, Olga Golovneva, Jing Xu, Yuandong Tian, Jiantao Jiao, Jason E. Weston, Sainbayar Sukhbaatar
2025	J	`jnl`	Multi-Token Attention. CoRR Olga Golovneva, Tianlu Wang, Jason Weston, Sainbayar Sukhbaatar
2025	A*	`conf`	R.I.P.: Better Models by Survival of the Fittest Prompts. ICML Ping Yu, Weizhe Yuan, Olga Golovneva, Tianhao Wu, Sainbayar Sukhbaatar, Jason E. Weston, Jing Xu
2025	J	`jnl`	R.I.P.: Better Models by Survival of the Fittest Prompts. CoRR Ping Yu, Weizhe Yuan, Olga Golovneva, Tianhao Wu, Sainbayar Sukhbaatar, Jason Weston, Jing Xu
2025	J	`jnl`	Recycling the Web: A Method to Enhance Pre-training Data Quality and Quantity for Language Models. CoRR Thao Nguyen, Yang Li, Olga Golovneva, Luke Zettlemoyer, Sewoong Oh, Ludwig Schmidt, Xian Li
2025	J	`jnl`	StepWiser: Stepwise Generative Judges for Wiser Reasoning. CoRR Wei Xiong, Wenting Zhao, Weizhe Yuan, Olga Golovneva, Tong Zhang, Jason Weston, Sainbayar Sukhbaatar
2025	J	`jnl`	The Era of Real-World Human Interaction: RL from User Conversations. CoRR Chuanyang Jin, Jing Xu, Bo Liu, Leitian Tao, Olga Golovneva, Tianmin Shu, Wenting Zhao, Xian Li, Jason Weston
2024	J	`jnl`	Branch-Train-MiX: Mixing Expert LLMs into a Mixture-of-Experts LLM. CoRR Sainbayar Sukhbaatar, Olga Golovneva, Vasu Sharma, Hu Xu, Xi Victoria Lin, Baptiste Rozière, Jacob Kahn, Daniel Li, Wen-tau Yih, Jason Weston, Xian Li
2024	J	`jnl`	Contextual Position Encoding: Learning to Count What's Important. CoRR Olga Golovneva, Tianlu Wang, Jason Weston, Sainbayar Sukhbaatar
2024	J	`jnl`	Efficient Tool Use with Chain-of-Abstraction Reasoning. CoRR Silin Gao, Jane Dwivedi-Yu, Ping Yu, Xiaoqing Ellen Tan, Ramakanth Pasunuru, Olga Golovneva, Koustuv Sinha, Asli Celikyilmaz, Antoine Bosselut, Tianlu Wang
2024	J	`jnl`	Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge. CoRR Tianhao Wu, Weizhe Yuan, Olga Golovneva, Jing Xu, Yuandong Tian, Jiantao Jiao, Jason Weston, Sainbayar Sukhbaatar
2024	J	`jnl`	Reverse Training to Nurse the Reversal Curse. CoRR Olga Golovneva, Zeyuan Allen-Zhu, Jason Weston, Sainbayar Sukhbaatar
2024	J	`jnl`	Self-Taught Evaluators. CoRR Tianlu Wang, Ilia Kulikov, Olga Golovneva, Ping Yu, Weizhe Yuan, Jane Dwivedi-Yu, Richard Yuanzhe Pang, Maryam Fazel-Zarandi, Jason Weston, Xian Li
2023	—	`conf`	ALERT: Adapt Language Models to Reasoning Tasks. ACL (1) Ping Yu, Tianlu Wang, Olga Golovneva, Badr AlKhamissi, Siddharth Verma, Zhijing Jin, Gargi Ghosh, Mona T. Diab, Asli Celikyilmaz
2023	J	`jnl`	DOMINO: A Dual-System for Multi-step Visual Language Reasoning. CoRR Peifang Wang, Olga Golovneva, Armen Aghajanyan, Xiang Ren, Muhao Chen, Asli Celikyilmaz, Maryam Fazel-Zarandi
2023	J	`jnl`	PathFinder: Guided Search over Multi-Step Reasoning Paths. CoRR Olga Golovneva, Sean O'Brien, Ramakanth Pasunuru, Tianlu Wang, Luke Zettlemoyer, Maryam Fazel-Zarandi, Asli Celikyilmaz
2023	A*	`conf`	ROSCOE: A Suite of Metrics for Scoring Step-by-Step Reasoning. ICLR Olga Golovneva, Moya Chen, Spencer Poff, Martin Corredor, Luke Zettlemoyer, Maryam Fazel-Zarandi, Asli Celikyilmaz
2023	J	`jnl`	Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction Tuning. CoRR Lili Yu, Bowen Shi, Ramakanth Pasunuru, Benjamin Muller, Olga Golovneva, Tianlu Wang, Arun Babu, Binh Tang, Brian Karrer, Shelly Sheynin, Candace Ross, Adam Polyak, Russell Howes, Vasu Sharma, Puxin Xu, Hovhannes Tamoyan, Oron Ashual, Uriel Singer, Shang-wen Li, Susan Zhang, Richard James, Gargi Ghosh, Yaniv Taigman, Maryam Fazel-Zarandi, Asli Celikyilmaz, Luke Zettlemoyer, Armen Aghajanyan
2023	J	`jnl`	Shepherd: A Critic for Language Model Generation. CoRR Tianlu Wang, Ping Yu, Xiaoqing Ellen Tan, Sean O'Brien, Ramakanth Pasunuru, Jane Dwivedi-Yu, Olga Golovneva, Luke Zettlemoyer, Maryam Fazel-Zarandi, Asli Celikyilmaz
2022	J	`jnl`	ALERT: Adapting Language Models to Reasoning Tasks. CoRR Ping Yu, Tianlu Wang, Olga Golovneva, Badr AlKhamissy, Gargi Ghosh, Mona T. Diab, Asli Celikyilmaz
2022	—	`conf`	Cross-lingual transfer for low-resource Arabic language understanding. WANLP@EMNLP Khadige Abboud, Olga Golovneva, Christopher DiPersio
2022	J	`jnl`	ROSCOE: A Suite of Metrics for Scoring Step-by-Step Reasoning. CoRR Olga Golovneva, Moya Chen, Spencer Poff, Martin Corredor, Luke Zettlemoyer, Maryam Fazel-Zarandi, Asli Celikyilmaz
2020	—	`conf`	Evaluating Cross-Lingual Transfer Learning Approaches in Multilingual Conversational Agent Models. COLING (Industry) Lizhen Tan, Olga Golovneva
2020	J	`jnl`	Evaluating Cross-Lingual Transfer Learning Approaches in Multilingual Conversational Agent Models. CoRR Lizhen Tan, Olga Golovneva
2020	—	`conf`	Generative Adversarial Networks for Annotated Data Augmentation in Data Sparse NLU. ICON Olga Golovneva, Charith Peris
2020	J	`jnl`	Generative Adversarial Networks for Annotated Data Augmentation in Data Sparse NLU. CoRR Olga Golovneva, Charith Peris