Olga Golovneva
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Machine Learning and Data Classification, Speech Recognition and Synthesis
Most-Cited Works
- → ROSCOE: A Suite of Metrics for Scoring Step-by-Step Reasoning(2022)28 cited
- → Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction Tuning(2023)27 cited
- → ALERT: Adapting Language Models to Reasoning Tasks(2022)9 cited
- → Efficient Tool Use with Chain-of-Abstraction Reasoning(2024)5 cited
- → Branch-Train-MiX: Mixing Expert LLMs into a Mixture-of-Experts LLM(2024)5 cited
- → ALERT: Adapt Language Models to Reasoning Tasks(2023)4 cited
- → Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge(2025)4 cited
- → Shepherd: A Critic for Language Model Generation(2023)4 cited
- → Contextual Position Encoding: Learning to Count What's Important(2024)3 cited
- → Cross-lingual transfer for low-resource Arabic language understanding(2022)3 cited