Nikita Martynov
4 papers · 2024–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Cross-Pollinator (15) π Renaissance Researcher (5) π Conference Polyglot (3) πΊοΈ Taxonomy Completionist (16)
π§
Keyword Pioneer
π₯
Mega-Team
(20)
Conferences
ACL (2)
COLING (1)
EACL (1)
Top co-authors
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
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
A Methodology for Generative Spelling Correction via Natural Spelling Errors Emulation across Multiple Domains and Languages
EACL 2024