Evgenii Tsymbalov
4 papers · 2019–2024 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) ❓ The Questioner
📈
Trend Setter
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(2)
Natural Language Processing
(2)
Applications
(2)
Core AI
(2)
Deep Learning
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Optimization & Theory
(1)
Understanding
(1)
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