Olga Golovneva
- Multi-Token Attention
2025/04/01 by Olga Golovneva, Golovneva, Olga, Tianlu Wang +5 · 11 voices · 4 citations
#cs.CL
- Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge
2024/07/28 by Tianhao Wu, Wu, Tianhao, Weizhe Yuan +13 · 1 voice · 40 citations
Computer Science · Social Sciences · #Artificial Intelligence in Law #cs.AI #cs.CL
- Contextual Position Encoding: Learning to Count What's Important
2024/05/29 by Olga Golovneva, Tianlu Wang, Golovneva, Olga +5 · 3 voices · 9 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.AI #cs.CL
- ROSCOE: A Suite of Metrics for Scoring Step-by-Step Reasoning
2022/12/15 by Olga Golovneva, Moya Chen, Golovneva, Olga +11 · 41 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
- Branch-Train-MiX: Mixing Expert LLMs into a Mixture-of-Experts LLM
2024/03/12 by Sainbayar Sukhbaatar, Sukhbaatar, Sainbayar, Olga Golovneva +19 · 14 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Biomedical Text Mining and Ontologies #Natural Language Processing Techniques
- Autodata: An agentic data scientist to create high quality synthetic data
2026/06/24 by Ilia Kulikov, Chenxi Whitehouse, Tianhao Wu +12 · 4 voices · 1 citation
#cs.AI #cs.CL #cs.LG
- Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction Tuning
2023/09/05 by Lili Yu, Yu, Lili, Bowen Shi +51 · 11 citations
Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
- Self-Taught Evaluators
2024/08/05 by Tianlu Wang, Ilia Kulikov, Wang, Tianlu +17 · 15 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning and Data Classification #Topic Modeling
- Shepherd: A Critic for Language Model Generation
2023/08/08 by Tianlu Wang, Wang, Tianlu, Ping Yu +17 · 8 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Efficient Tool Use with Chain-of-Abstraction Reasoning
2024/01/30 by Silin Gao, Jane Dwivedi-Yu, Gao, Silin +17 · 9 citations
Computer Science · Business, Management and Accounting · #Semantic Web and Ontologies #Advanced Database Systems and Queries #Business Process Modeling and Analysis
- Reverse Training to Nurse the Reversal Curse
2024/03/20 by Olga Golovneva, Golovneva, Olga, Zeyuan Allen-Zhu +5 · 8 citations
Psychology · #Aging and Gerontology Research #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Recycling the Web: A Method to Enhance Pre-training Data Quality and Quantity for Language Models
2025/06/05 by Thao D. Nguyen, Li Yang, Nguyen, Thao +11 · 13 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling #Web Data Mining and Analysis
- DOMINO: A Dual-System for Multi-step Visual Language Reasoning
2023/10/04 by Peifang Wang, Wang, Peifang, Olga Golovneva +11 · 2 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- StepWiser: Stepwise Generative Judges for Wiser Reasoning
2025/08/26 by Wei Xiong, Xiong, Wei, Wenting Zhao +11 · 1 voice · 10 citations
#cs.AI #cs.CL