Olga Golovneva
8 papers · 2020–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
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Taxonomy Completionist
(25)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Artificial Intelligence
(7)
Machine Learning
(6)
Natural Language Processing
(6)
Core AI
(4)
Learning Paradigms
(4)
Resources & Methods
(4)
Learning Types
(3)
Deep Learning
(2)
Optimization & Theory
(2)
Understanding
(2)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Generation
(1)
Models
(1)
Keywords
large language model
(2)
natural language understanding
(2)
intent classification
(2)
named entity recognition
(2)
language understanding
(1)
instruction following
(1)
data augmentation
(1)
reasoning evaluation
(1)
chain-of-thought reasoning
(1)
semantic consistency
(1)
language model alignment
(1)
sentence similarity
(1)
domain knowledge
(1)
unsupervised alignment
(1)
synthetic data
(1)
low-resource language
(1)
tool use
(1)
textual entailment
(1)
cross-lingual transfer
(1)
logical reasoning
(1)
Papers
Efficient Tool Use with Chain-of-Abstraction Reasoning
COLING 2025
Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge
EMNLP 2025
R.I.P.: Better Models by Survival of the Fittest Prompts
ICML 2025
ALERT: Adapt Language Models to Reasoning Tasks
ACL 2023
ROSCOE: A Suite of Metrics for Scoring Step-by-Step Reasoning
ICLR 2023
Cross-lingual transfer for low-resource Arabic language understanding
EMNLP 2022
Task-driven augmented data evaluation
EMNLP 2022
Evaluating Cross-Lingual Transfer Learning Approaches in Multilingual Conversational Agent Models
COLING 2020