Ekaterina Fadeeva

ETH Zurich — Switzerland

Computer Science · Physical Sciences

3h-index43citations14works2.52yr avg
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Research Topics

Topic Modeling(8), Natural Language Processing Techniques(3), Fault Detection and Control Systems(1), Anomaly Detection Techniques and Applications(1), Machine Learning in Materials Science(1)

Publications14 total

Don't Throw Away Your Beams: Improving Consistency-based Uncertainties in LLMs via Beam Search
arXiv (Cornell University)·2025Open Access
Faithfulness-Aware Uncertainty Quantification for Fact-Checking the Output of Retrieval Augmented Generation
arXiv (Cornell University)·2025Open Access
Uncertainty-Aware Attention Heads: Efficient Unsupervised Uncertainty Quantification for LLMs
arXiv (Cornell University)·2025Open Access
Unconditional Truthfulness: Learning Unconditional Uncertainty of Large Language Models
2025Open Access
Benchmarking Uncertainty Quantification Methods for Large Language Models with LM-Polygraph
Transactions of the Association for Computational Linguistics·2025· 4 citedOpen Access
A Head to Predict and a Head to Question: Pre-trained Uncertainty Quantification Heads for Hallucination Detection in LLM Outputs
2025· 1 citedOpen Access
Uncertainty Quantification for Large Language Models
2025Open Access
Unconditional Truthfulness: Learning Unconditional Uncertainty of Large Language Models
arXiv (Cornell University)·2024Open Access
Benchmarking Uncertainty Quantification Methods for Large Language Models with LM-Polygraph
arXiv (Cornell University)·2024· 2 citedOpen Access
Fact-Checking the Output of Large Language Models via Token-Level Uncertainty Quantification
arXiv (Cornell University)·2024Open Access
Fact-Checking the Output of Large Language Models via Token-Level Uncertainty Quantification
2024· 19 citedOpen Access
LM-Polygraph: Uncertainty Estimation for Language Models
arXiv (Cornell University)·2023Open Access
LM-Polygraph: Uncertainty Estimation for Language Models
2023· 16 citedOpen Access
Matematický model funkce štítné žlázy
Cvut DSpace (Czech Technical University)·2020Open Access

Frequent Co-authors

Artem Shelmanov(13), Preslav Nakov(10), Alexander Panchenko(9), Timothy Baldwin(9), Artem Vazhentsev(9), Maxim S. Panov(7), Roman Vashurin(7), Sergey Petrakov(6), Maxim Panov(5), Aleksandr Rubashevskii(4), Daniil Vasilev(4), Rui Xing(4), Mrinmaya Sachan(4), Akim Tsvigun(3), Lyudmila Rvanova(3), Timothy Baldwin(3), Haonan Li(2), Hamdy Mubarak(2), Evgenii Tsymbalov(2), Gleb Kuzmin(2)