Sofia Tolmach
3 papers · 2024–2026 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
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Research topics
Keywords
active learning
(1)
text classification
(1)
model evaluation
(1)
information retrieval
(1)
class imbalance
(1)
synthetic data generation
(1)
uncertainty sampling
(1)
query complexity
(1)
label efficiency
(1)
synthetic data
(1)
tool use
(1)
parameter-efficient tuning
(1)
data quality
(1)
cost optimization
(1)
user preference
(1)
llm agent
(1)
imbalanced dataset
(1)
class balancing
(1)
external tool
(1)
large language model
(1)