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Roman Vashurin
Roman Vashurin
MBZUAI
Dirección de correo verificada de mbzuai.ac.ae
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LM-polygraph: Uncertainty estimation for language models
E Fadeeva, R Vashurin, A Tsvigun, A Vazhentsev, S Petrakov, K Fedyanin, ...
arXiv preprint arXiv:2311.07383, 2023
362023
Efficient out-of-domain detection for sequence to sequence models
A Vazhentsev, A Tsvigun, R Vashurin, S Petrakov, D Vasilev, M Panov, ...
Findings of the Association for Computational Linguistics: ACL 2023, 1430-1454, 2023
122023
Benchmarking uncertainty quantification methods for large language models with lm-polygraph
R Vashurin, E Fadeeva, A Vazhentsev, L Rvanova, A Tsvigun, D Vasilev, ...
arXiv preprint arXiv:2406.15627, 2024
32024
Embedded Ensembles: infinite width limit and operating regimes
M Velikanov, RV Kail, I Anokhin, R Vashurin, M Panov, A Zaytsev, ...
International Conference on Artificial Intelligence and Statistics, 3138-3163, 2022
12022
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