Nikolay Babakov
9 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(19)
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Mega-Team · Squad
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Prolific Year · Productive
Venues
Top co-authors
Research topics
Machine Learning
(7)
Natural Language Processing
(5)
Artificial Intelligence
(4)
Resources & Methods
(4)
Interdisciplinary
(2)
Application Areas
(2)
Applications
(2)
Core AI
(2)
Core Methods
(2)
Generation
(2)
Learning Types
(2)
Optimization & Theory
(2)
Bayesian & Probabilistic
(1)
Learning Paradigms
(1)
Linguistics
(1)
Keywords
text classification
(3)
large language model
(3)
cross-lingual transfer
(2)
text style transfer
(2)
multilingual nlp
(2)
text detoxification
(2)
bayesian network
(2)
multi-label classification
(1)
multilingual processing
(1)
paraphrase generation
(1)
emotion detection
(1)
majority voting
(1)
semantic similarity
(1)
low-resource language
(1)
benchmark dataset
(1)
toxicity classification
(1)
reasoning model
(1)
content preservation
(1)
causal graph discovery
(1)
text emotion
(1)
Papers
BRIGHTER: BRIdging the Gap in Human-Annotated Textual Emotion Recognition Datasets for 28 Languages
ACL 2025
CausalGraphBench: a Benchmark for Evaluating Language Models capabilities of Causal Graph discovery
ACL 2025
EmoBench-UA: A Benchmark Dataset for Emotion Detection in Ukrainian
EMNLP 2025
Multilingual and Explainable Text Detoxification with Parallel Corpora
COLING 2025
Scalability of Bayesian Network Structure Elicitation with Large Language Models: a Novel Methodology and Comparative Analysis
COLING 2025
MultiParaDetox: Extending Text Detoxification with Parallel Data to New Languages
NAACL 2024
Toxicity Classification in Ukrainian
NAACL 2024
A large-scale computational study of content preservation measures for text style transfer and paraphrase generation
ACL 2022
Detecting Inappropriate Messages on Sensitive Topics that Could Harm a Company’s Reputation
EACL 2021