Olga Golovneva
8 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (22) π§ Keyword Pioneer
π£
Hot Topic Early Bird
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Cross-Pollinator
(15)
Conferences
EMNLP (3)
COLING (2)
ACL (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
natural language understanding
(2)
intent classification
(2)
named entity recognition
(2)
large language model
(2)
instruction following
(1)
language model alignment
(1)
language understanding
(1)
sentence similarity
(1)
domain knowledge
(1)
unsupervised alignment
(1)
low-resource language
(1)
synthetic datum
(1)
tool use
(1)
textual entailment
(1)
abductive reasoning
(1)
abstract reasoning
(1)
iterative training
(1)
analogical reasoning
(1)
cross-lingual transfer learning
(1)
reasoning skill
(1)
Papers
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
Efficient Tool Use with Chain-of-Abstraction Reasoning
COLING 2025
ALERT: Adapt Language Models to Reasoning Tasks
ACL 2023
ROSCOE: A Suite of Metrics for Scoring Step-by-Step Reasoning
ICLR 2023
Task-driven augmented data evaluation
EMNLP 2022
Cross-lingual transfer for low-resource Arabic language understanding
EMNLP 2022
Evaluating Cross-Lingual Transfer Learning Approaches in Multilingual Conversational Agent Models
COLING 2020