Scholar
Sergey Troshin
Google Scholar ID: 1dRuao4AAAAJ
University of Amsterdam
Machine Learning
Deep Learning
Natural Language Processing
Source Code Processing
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Citations & Impact
All-time
Citations
445
H-index
6
i10-index
4
Publications
14
Co-authors
3
list available
Publications
5 items
Ladders in Chaos: When, How, (and Perhaps Why) Does Test-Time Scaling Improve LLM Machine Translation
2026
Cited
0
Representation Collapse in Machine Translation Through the Lens of Angular Dispersion
2026
Cited
0
Asking a Language Model for Diverse Responses
2025
Cited
0
Angular Dispersion Accelerates $k$-Nearest Neighbors Machine Translation
2025
Cited
0
Efficient Controlled Language Generation with Low-Rank Autoregressive Reward Models
2024
Cited
0
Co-authors
3 total
Nadezhda Chirkova
Naver Labs Europe
Vlad Niculae
University of Amsterdam
Antske Fokkens
Professor, Vrije Universiteit Amsterdam
