Oleg Somov
7 papers · 2022–2026 · 4 conferences · across top CS/AI conferences
Achievements
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(4)
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Interdisciplinary Bridge
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(21)
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Cross-Pollinator
(15)
Conferences
EMNLP (3)
ACL (2)
AAAI (1)
NAACL (1)
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Keywords
semantic parsing
(3)
large language model
(3)
distribution shift
(2)
russian language
(2)
model calibration
(1)
machine translation
(1)
in-context learning
(1)
question answering
(1)
error detection
(1)
benchmark dataset
(1)
electronic health record
(1)
hallucination detection
(1)
evolutionary search
(1)
domain shift
(1)
confidence estimation
(1)
neural model
(1)
natural language interface
(1)
cross-lingual generalization
(1)
text-to-sql generation
(1)
transformer model
(1)
Papers
Evolutionary Search for Automated Design of Uncertainty Quantification Methods
ACL 2026
Bridging the Gap with RedSQL: A Russian Text-to-SQL Benchmark for Domain-Specific Applications
ACL 2025
Confidence Estimation for Error Detection in Text-to-SQL Systems
AAAI 2025
When Punctuation Matters: A Large-Scale Comparison of Prompt Robustness Methods for LLMs
EMNLP 2025
AIRI NLP Team at EHRSQL 2024 Shared Task: T5 and Logistic Regression to the Rescue
NAACL 2024
Shifted PAUQ: Distribution shift in text-to-SQL
EMNLP 2023
PAUQ: Text-to-SQL in Russian
EMNLP 2022