Artem Shelmanov
Scholar

Artem Shelmanov

Google Scholar ID: -zFR1g0AAAAJ
MBZUAI
uncertainty estimationfairnessactive learningnlpdeep learning
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Citations & Impact
All-time
Citations
1,837
 
H-index
22
 
i10-index
40
 
Publications
20
 
Co-authors
20
list available
Contact
No contact links provided.
Publications
20 items
Don't Throw Away Your Beams: Improving Consistency-based Uncertainties in LLMs via Beam Search
2025
Cited
0
Reasoning with Confidence: Efficient Verification of LLM Reasoning Steps via Uncertainty Heads
2025
Cited
0
Beyond Memorization: Extending Reasoning Depth with Recurrence, Memory and Test-Time Compute Scaling
2025
Cited
0
ATGen: A Framework for Active Text Generation
2025
Cited
0
Faithfulness-Aware Uncertainty Quantification for Fact-Checking the Output of Retrieval Augmented Generation
2025
Cited
0
Uncertainty-Aware Attention Heads: Efficient Unsupervised Uncertainty Quantification for LLMs
2025
Cited
0
A Head to Predict and a Head to Question: Pre-trained Uncertainty Quantification Heads for Hallucination Detection in LLM Outputs
2025
Cited
0
Uncertainty-aware abstention in medical diagnosis based on medical texts
2025
Cited
0
Resume (English only)
Co-authors
20 total
Alexander Panchenko
Alexander Panchenko
Associate Professor for Natural Language Processing
Maxim Panov
Maxim Panov
Assistant Professor at Mohamed bin Zayed University of Artificial Intelligence (MBZUAI)
Akim Tsvigun
Akim Tsvigun
Senior ML Architect @ Nebius AI
Preslav Nakov
Preslav Nakov
Mohamed bin Zayed University of Artificial Intelligence (MBZUAI)
Timothy Baldwin
Timothy Baldwin
MBZUAI and The University of Melbourne
Gleb Kuzmin
Gleb Kuzmin
Independent Researcher, Assistant at RUDN
Ekaterina Fadeeva
Ekaterina Fadeeva
PhD Student, ETH
Chris Biemann
Chris Biemann
Professor for Language Technology, University of Hamburg