Sergey Troshin
6 papers · 2021–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (17) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
EMNLP (3)
EACL (1)
ICLR (1)
NAACL (1)
Top co-authors
Keywords
neural machine translation
(2)
angular dispersion
(2)
source code
(2)
text generation
(1)
approximate nearest neighbor
(1)
k-nearest neighbor
(1)
language model
(1)
representation collapse
(1)
sampling method
(1)
pretrained model
(1)
code representation
(1)
syntactic structure
(1)
response diversity
(1)
code understanding
(1)
semantic equivalence
(1)
probing task
(1)
hidden state representation
(1)
retrieval acceleration
(1)
pretrained code model
(1)
diagnostic probing
(1)
Papers
Representation Collapse in Machine Translation Through the Lens of Angular Dispersion
EACL 2026
Angular Dispersion Accelerates k-Nearest Neighbors Machine Translation
EMNLP 2025
Asking a Language Model for Diverse Responses
EMNLP 2025
CodeBPE: Investigating Subtokenization Options for Large Language Model Pretraining on Source Code
ICLR 2023
Probing Pretrained Models of Source Codes
EMNLP 2022
A Simple Approach for Handling Out-of-Vocabulary Identifiers in Deep Learning for Source Code
NAACL 2021