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Cited by
All
Since 2019
Citations
228
228
h-index
5
5
i10-index
4
4
0
120
60
30
90
2020
2021
2022
2023
2024
5
6
28
118
71
Public access
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Co-authors
Nadezhda Chirkova
Naver Labs Europe
Verified email at naverlabs.com
Vlad Niculae
University of Amsterdam
Verified email at uva.nl
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Sergey Troshin
University of Amsterdam
Verified email at uva.nl
Machine Learning
Deep Learning
Natural Language Processing
Source Code Processing
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Year
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
118
2023
Empirical Study of Transformers for Source Code
N Chirkova, S Troshin
ESEC/FSE 2021: Proceedings of the 29th ACM Joint Meeting on European …
, 2021
59
2021
Probing Pretrained Models of Source Code
S Troshin, N Chirkova
BlackboxNLP 2022
, 2022
29
2022
A Simple Approach for Handling Out-of-Vocabulary Identifiers in Deep Learning for Source Code
N Chirkova, S Troshin
NAACL 2021, 278–288
, 2021
12
2021
CodeBPE: Investigating Subtokenization Options for Large Language Model Pretraining on Source Code
N Chirkova, S Troshin
ICLR 2023
, 2023
6
2023
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
4
2021
Wrapped
-Gaussians with compact support for exact probabilistic modeling on manifolds
S Troshin, V Niculae
TMLR
, 2023
2023
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