Evgenii Tsymbalov
4 papers · 2019–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11) π Cross-Pollinator (15)
β
The Questioner
Conferences
ACL (2)
EACL (1)
IJCAI (1)
Top co-authors
Keywords
uncertainty estimation
(3)
transformer model
(2)
named entity recognition
(1)
natural language understanding
(1)
gaussian process
(1)
determinantal point process
(1)
out-of-distribution detection
(1)
bayesian neural network
(1)
hallucination detection
(1)
token-level prediction
(1)
token-level analysis
(1)
monte carlo dropout
(1)
adversarial attack detection
(1)
large language model
(1)
misclassification detection
(1)
active learning
(1)
biography generation
(1)
uncertainty quantification
(1)
Papers
Fact-Checking the Output of Large Language Models via Token-Level Uncertainty Quantification
ACL 2024
Uncertainty Estimation of Transformer Predictions for Misclassification Detection
ACL 2022
How Certain is Your Transformer?
EACL 2021
Deeper Connections between Neural Networks and Gaussian Processes Speed-up Active Learning
IJCAI 2019