Olga Golovneva

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 18

Top Topics

Transfer Learning

Reasoning Tasks

Top Venues

COLING (Industry)

Publications

Sainbayar Sukhbaatar, Olga Golovneva, Vasu Sharma, Hu Xu, Xi Victoria Lin, Baptiste Rozière, Jacob Kahn, Daniel Li, Wen-tau Yih, Jason Weston, Xian Li
Branch-Train-MiX: Mixing Expert LLMs into a Mixture-of-Experts LLM. CoRR (2024)
Silin Gao, Jane Dwivedi-Yu, Ping Yu, Xiaoqing Ellen Tan, Ramakanth Pasunuru, Olga Golovneva, Koustuv Sinha, Asli Celikyilmaz, Antoine Bosselut, Tianlu Wang
Efficient Tool Use with Chain-of-Abstraction Reasoning. CoRR (2024)
Olga Golovneva, Zeyuan Allen-Zhu, Jason Weston, Sainbayar Sukhbaatar
Reverse Training to Nurse the Reversal Curse. CoRR (2024)
Tianhao Wu, Weizhe Yuan, Olga Golovneva, Jing Xu, Yuandong Tian, Jiantao Jiao, Jason Weston, Sainbayar Sukhbaatar
Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge. CoRR (2024)
Olga Golovneva, Tianlu Wang, Jason Weston, Sainbayar Sukhbaatar
Contextual Position Encoding: Learning to Count What's Important. CoRR (2024)
Tianlu Wang, Ping Yu, Xiaoqing Ellen Tan, Sean O'Brien, Ramakanth Pasunuru, Jane Dwivedi-Yu, Olga Golovneva, Luke Zettlemoyer, Maryam Fazel-Zarandi, Asli Celikyilmaz
Shepherd: A Critic for Language Model Generation. CoRR (2023)
Olga Golovneva, Sean O'Brien, Ramakanth Pasunuru, Tianlu Wang, Luke Zettlemoyer, Maryam Fazel-Zarandi, Asli Celikyilmaz
PathFinder: Guided Search over Multi-Step Reasoning Paths. CoRR (2023)
Peifang Wang, Olga Golovneva, Armen Aghajanyan, Xiang Ren, Muhao Chen, Asli Celikyilmaz, Maryam Fazel-Zarandi
DOMINO: A Dual-System for Multi-step Visual Language Reasoning. CoRR (2023)
Olga Golovneva, Moya Chen, Spencer Poff, Martin Corredor, Luke Zettlemoyer, Maryam Fazel-Zarandi, Asli Celikyilmaz
ROSCOE: A Suite of Metrics for Scoring Step-by-Step Reasoning. ICLR (2023)
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
Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction Tuning. CoRR (2023)
Ping Yu, Tianlu Wang, Olga Golovneva, Badr AlKhamissi, Siddharth Verma, Zhijing Jin, Gargi Ghosh, Mona T. Diab, Asli Celikyilmaz
ALERT: Adapt Language Models to Reasoning Tasks. ACL (1) (2023)
Khadige Abboud, Olga Golovneva, Christopher DiPersio
Cross-lingual transfer for low-resource Arabic language understanding. WANLP@EMNLP (2022)
Olga Golovneva, Moya Chen, Spencer Poff, Martin Corredor, Luke Zettlemoyer, Maryam Fazel-Zarandi, Asli Celikyilmaz
ROSCOE: A Suite of Metrics for Scoring Step-by-Step Reasoning. CoRR (2022)
Ping Yu, Tianlu Wang, Olga Golovneva, Badr AlKhamissy, Gargi Ghosh, Mona T. Diab, Asli Celikyilmaz
ALERT: Adapting Language Models to Reasoning Tasks. CoRR (2022)
Lizhen Tan, Olga Golovneva
Evaluating Cross-Lingual Transfer Learning Approaches in Multilingual Conversational Agent Models. COLING (Industry) (2020)
Lizhen Tan, Olga Golovneva
Evaluating Cross-Lingual Transfer Learning Approaches in Multilingual Conversational Agent Models. CoRR (2020)
Olga Golovneva, Charith Peris
Generative Adversarial Networks for Annotated Data Augmentation in Data Sparse NLU. CoRR (2020)
Olga Golovneva, Charith Peris
Generative Adversarial Networks for Annotated Data Augmentation in Data Sparse NLU. ICON (2020)