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Sergey Troshin
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SantaCoder: don't reach for the stars!
LB Allal, R Li, D Kocetkov, C Mou, C Akiki, CM Ferrandis, N Muennighoff, ...
arXiv preprint arXiv:2301.03988, 2023
1152023
Empirical Study of Transformers for Source Code
N Chirkova, S Troshin
ESEC/FSE 2021: Proceedings of the 29th ACM Joint Meeting on European …, 2021
592021
Probing Pretrained Models of Source Code
S Troshin, N Chirkova
BlackboxNLP 2022, 2022
272022
A Simple Approach for Handling Out-of-Vocabulary Identifiers in Deep Learning for Source Code
N Chirkova, S Troshin
NAACL 2021, 278–288, 2021
112021
CodeBPE: Investigating Subtokenization Options for Large Language Model Pretraining on Source Code
N Chirkova, S Troshin
ICLR 2023, 2023
62023
Machine Learning Methods for Spectral Efficiency Prediction in Massive MIMO Systems
E Bobrov, S Troshin, N Chirkova, E Lobacheva, S Panchenko, D Vetrov, ...
https://arxiv.org/abs/2112.14423, 2021
42021
Wrapped -Gaussians with compact support for exact probabilistic modeling on manifolds
S Troshin, V Niculae
TMLR, 2023
2023
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Articles 1–7