Nikolay Arefyev
32 papers · 2017–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Cross-Pollinator (12) π Conference Polyglot (6) π Academic Marathon (8) πΊοΈ Taxonomy Completionist (51)
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Hot Topic Early Bird
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Cross-Pollinator
(12)
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Deep Specialist
(10)
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Mega-Team
(35)
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Topic Evolution
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Keyword Champion
(4)
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Prolific Year
(13)
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Century Club
(31)
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Keyword Collector
(110)
β
The Questioner
Conferences
ACL (10)
SEMEVAL (8)
COLING (7)
IJCNLP (4)
EACL (2)
EMNLP (1)
Top co-authors
Keywords
word sense disambiguation
(7)
lexical semantic change
(6)
question answering
(6)
machine translation
(5)
multi-task learning
(5)
named entity recognition
(4)
lexical substitution
(4)
cross-lingual transfer
(4)
binary classification
(4)
text classification
(4)
word-in-context disambiguation
(4)
word sense induction
(4)
data augmentation
(4)
masked language model
(4)
contextualized word embedding
(4)
word embedding
(3)
zero-shot learning
(3)
contextual embedding
(3)
back translation
(3)
ensemble learning
(3)
Papers
OpenLID-v3: Improving the Precision of Closely Related Language Identification β An Experience Report
EACL 2026
Deep-change at CoMeDi: the Cross-Entropy Loss is not All You Need
COLING 2025
An Expanded Massive Multilingual Dataset for High-Performance Language Technologies (HPLT)
ACL 2025
Enriching Word Usage Graphs with Cluster Definitions
COLING 2024
A New Massive Multilingual Dataset for High-Performance Language Technologies
COLING 2024
Deep-change at AXOLOTL-24: Orchestrating WSD and WSI Models for Semantic Change Modeling
ACL 2024
Multilingual Substitution-based Word Sense Induction
COLING 2024
GlossReader at LSCDiscovery: Train to Select a Proper Gloss in English β Discover Lexical Semantic Change in Spanish
ACL 2022
The Document Vectors Using Cosine Similarity Revisited
ACL 2022
BOS at LSCDiscovery: Lexical Substitution for Interpretable Lexical Semantic Change Detection
ACL 2022
DeepMistake at LSCDiscovery: Can a Multilingual Word-in-Context Model Replace Human Annotators?
ACL 2022
LIORI at SemEval-2021 Task 8: Ask Transformer for measurements
ACL 2021
GlossReader at SemEval-2021 Task 2: Reading Definitions Improves Contextualized Word Embeddings
ACL 2021
GlossReader at SemEval-2021 Task 2: Reading Definitions Improves Contextualized Word Embeddings
IJCNLP 2021
LIORI at SemEval-2021 Task 2: Span Prediction and Binary Classification approaches to Word-in-Context Disambiguation
IJCNLP 2021
LIORI at SemEval-2021 Task 8: Ask Transformer for measurements
IJCNLP 2021
SkoltechNLP at SemEval-2021 Task 2: Generating Cross-Lingual Training Data for the Word-in-Context Task
SEMEVAL 2021
GlossReader at SemEval-2021 Task 2: Reading Definitions Improves Contextualized Word Embeddings
SEMEVAL 2021
LIORI at SemEval-2021 Task 2: Span Prediction and Binary Classification approaches to Word-in-Context Disambiguation
SEMEVAL 2021
LIORI at SemEval-2021 Task 8: Ask Transformer for measurements
SEMEVAL 2021
LIORI at SemEval-2021 Task 2: Span Prediction and Binary Classification approaches to Word-in-Context Disambiguation
ACL 2021
SkoltechNLP at SemEval-2021 Task 2: Generating Cross-Lingual Training Data for the Word-in-Context Task
ACL 2021
NB-MLM: Efficient Domain Adaptation of Masked Language Models for Sentiment Analysis
EMNLP 2021
SkoltechNLP at SemEval-2021 Task 2: Generating Cross-Lingual Training Data for the Word-in-Context Task
IJCNLP 2021
Gorynych Transformer at SemEval-2020 Task 6: Multi-task Learning for Definition Extraction
SEMEVAL 2020
BOS at SemEval-2020 Task 1: Word Sense Induction via Lexical Substitution for Lexical Semantic Change Detection
COLING 2020
Always Keep your Target in Mind: Studying Semantics and Improving Performance of Neural Lexical Substitution
COLING 2020
BOS at SemEval-2020 Task 1: Word Sense Induction via Lexical Substitution for Lexical Semantic Change Detection
SEMEVAL 2020
Gorynych Transformer at SemEval-2020 Task 6: Multi-task Learning for Definition Extraction
COLING 2020
HHMM at SemEval-2019 Task 2: Unsupervised Frame Induction using Contextualized Word Embeddings
SEMEVAL 2019
Neural GRANNy at SemEval-2019 Task 2: A combined approach for better modeling of semantic relationships in semantic frame induction
SEMEVAL 2019
Negative Sampling Improves Hypernymy Extraction Based on Projection Learning
EACL 2017