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Olga Golovneva — most-cited papers & profile · Large Language Models
← authors
·
overview
Olga Golovneva
10
papers ·
60
citations ·
5
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Contextual Position Encoding: Learning To Count What's Important
2024 · 58 citations
Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge
2024 · 2 citations
Self-Improving Pretraining: using post-trained models to pretrain better models
2026
The Era of Real-World Human Interaction: RL from User Conversations
2025
Multi-Token Attention
2025
Shepherd: A Critic for Language Model Generation
2023
Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction Tuning
2023
Branch-Train-MiX: Mixing Expert LLMs into a Mixture-of-Experts LLM
2024
Reverse Training to Nurse the Reversal Curse
2024
Self-Taught Evaluators
2024
Top co-authors
Jason Weston
· 8
Sainbayar Sukhbaatar
· 5
Tianlu Wang
· 5
Jing Xu
· 3
Maryam Fazel-Zarandi
· 3
Ping Yu
· 3
Xian Li
· 3
Asli Celikyilmaz
· 2
Jane Dwivedi-Yu
· 2
Luke Zettlemoyer
· 2
Ramakanth Pasunuru
· 2
Vasu Sharma
· 2
Topics
Training Techniques
Fine-Tuning
Model Architecture
RAG
Evaluation
Reinforcement Learning
Safety & Alignment
cs.CL
Efficiency
In-Context Learning