Ekaterina Fadeeva
Scholar

Ekaterina Fadeeva

Google Scholar ID: 4SXfVkcAAAAJ
PhD Student, ETH
Natural Language ProcessingUncertainty Estimation
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Citations & Impact
All-time
Citations
232
 
H-index
4
 
i10-index
3
 
Publications
8
 
Co-authors
0
 
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Publications
7 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
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
Unconditional Truthfulness: Learning Conditional Dependency for Uncertainty Quantification of Large Language Models
arXiv.org · 2024
Cited
3
Benchmarking Uncertainty Quantification Methods for Large Language Models with LM-Polygraph
arXiv.org · 2024
Cited
1
Resume (English only)
Co-authors
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Co-authors: 0 (list not available)