Nikita Martynov
4 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(16)
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Mega-Team · Squad
Venues
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Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Core AI
(3)
Deep Learning
(2)
Natural Language Processing
(2)
Application Areas
(2)
Learning Types · Machine Learning
(2)
Interdisciplinary
(1)
Applications
(1)
Architectures
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Linguistics
(1)
Resources & Methods
(1)
Keywords
data augmentation
(2)
transformer model
(2)
zero-shot learning
(1)
benchmark evaluation
(1)
multilingual nlp
(1)
text generation
(1)
instruction following
(1)
low-resource language
(1)
foundation model
(1)
weight quantization
(1)
automated labeling
(1)
automatic labeling
(1)
morphological tagging
(1)
spelling correction
(1)
vocabulary adaptation
(1)
russian language
(1)
activation quantization
(1)
int8 quantization
(1)
model compression
(1)
text corruption
(1)
Papers
Combining Automated and Manual Data for Effective Downstream Fine-Tuning of Transformers for Low-Resource Language Applications
ACL 2025
A Methodology for Generative Spelling Correction via Natural Spelling Errors Emulation across Multiple Domains and Languages
EACL 2024
MERA: A Comprehensive LLM Evaluation in Russian
ACL 2024
On the Way to Lossless Compression of Language Transformers: Exploring Cross-Domain Properties of Quantization
COLING 2024