Human and Machine Judgements for Russian Semantic Relatedness. - Alexander Panchenko; Dmitry Ustalov; Nikolay Arefyev; Denis Paperno; Natalia Konstantinova; Natalia V. Loukachevitch; Chris Biemann (AIST, 2016)

Making Sense of Word Embeddings. - Maria Pelevina; Nikolay Arefiev; Chris Biemann; Alexander Panchenko (Rep4NLP@ACL, 2016)

Baselines and Symbol N-Grams: Simple Part-Of-Speech Tagging of Russian. - Nikolay Arefyev; Pavel Ermolaev (AIST (Supplement), 2017)

Negative Sampling Improves Hypernymy Extraction Based on Projection Learning. - Dmitry Ustalov; Nikolay Arefyev; Chris Biemann; Alexander Panchenko (EACL (2), 2017)

Negative Sampling Improves Hypernymy Extraction Based on Projection Learning. - Dmitry Ustalov; Nikolay Arefyev; Alexander Panchenko; Chris Biemann (Zenodo, 2017)

Neural Networks with Attention for Word Sense Induction. - Oleg Struyanskiy; Nikolay Arefyev (AIST (Supplement), 2018)

RUSSE'2018: A Shared Task on Word Sense Induction for the Russian Language. - Alexander Panchenko; Anastasiya Lopukhina; Dmitry Ustalov; Konstantin Lopukhin; Nikolay Arefyev; Alexey Leontyev; Natalia V. Loukachevitch (CoRR, 2018)

How much does a word weigh? Weighting word embeddings for word sense induction. - Nikolay Arefyev; Pavel Ermolaev; Alexander Panchenko (CoRR, 2018)

Combining Neural Language Models for Word Sense Induction. - Nikolay Arefyev; Boris Sheludko; Tatiana Aleksashina (AIST, 2019)

Combining Lexical Substitutes in Neural Word Sense Induction. - Nikolay Arefyev; Boris Sheludko; Alexander Panchenko (RANLP, 2019)

HHMM at SemEval-2019 Task 2: Unsupervised Frame Induction using Contextualized Word Embeddings. - Saba Anwar; Dmitry Ustalov; Nikolay Arefyev; Simone Paolo Ponzetto; Chris Biemann; Alexander Panchenko (SemEval@NAACL-HLT, 2019)

Neural GRANNy at SemEval-2019 Task 2: A combined approach for better modeling of semantic relationships in semantic frame induction. - Nikolay Arefyev; Boris Sheludko; Adis Davletov; Dmitry Kharchev; Alex Nevidomsky; Alexander Panchenko (SemEval@NAACL-HLT, 2019)

Always Keep your Target in Mind: Studying Semantics and Improving Performance of Neural Lexical Substitution. - Nikolay Arefyev; Boris Sheludko; Alexander Podolskiy; Alexander Panchenko (COLING, 2020)

Cross-lingual Named Entity List Search via Transliteration. - Aleksandr Khakhmovich; Svetlana Pavlova; Kira Kirillova; Nikolay Arefyev; Ekaterina Savilova (LREC, 2020)

BOS at SemEval-2020 Task 1: Word Sense Induction via Lexical Substitution for Lexical Semantic Change Detection. - Nikolay Arefyev; Vasily Zhikov (SemEval@COLING, 2020)

Gorynych Transformer at SemEval-2020 Task 6: Multi-task Learning for Definition Extraction. - Adis Davletov; Nikolay Arefyev; Alexander Shatilov; Denis Gordeev; Alexey Rey (SemEval@COLING, 2020)

A Comparative Study of Lexical Substitution Approaches based on Neural Language Models. - Nikolay Arefyev; Boris Sheludko; Alexander Podolskiy; Alexander Panchenko (CoRR, 2020)

Combining Neural Language Models for WordSense Induction. - Nikolay Arefyev; Boris Sheludko; Tatiana Aleksashina (CoRR, 2020)

NB-MLM: Efficient Domain Adaptation of Masked Language Models for Sentiment Analysis. - Nikolay Arefyev; Dmitry Kharchev; Artem Shelmanov (EMNLP (1), 2021)

LIORI at SemEval-2021 Task 2: Span Prediction and Binary Classification approaches to Word-in-Context Disambiguation. - Adis Davletov; Nikolay Arefyev; Denis Gordeev; Alexey Rey (SemEval@ACL/IJCNLP, 2021)

LIORI at SemEval-2021 Task 8: Ask Transformer for measurements. - Adis Davletov; Denis Gordeev; Nikolay Arefyev; Emil T. Davletov (SemEval@ACL/IJCNLP, 2021)

GlossReader at SemEval-2021 Task 2: Reading Definitions Improves Contextualized Word Embeddings. - Maxim Rachinskiy; Nikolay Arefyev (SemEval@ACL/IJCNLP, 2021)

SkoltechNLP at SemEval-2021 Task 2: Generating Cross-Lingual Training Data for the Word-in-Context Task. - Anton Razzhigaev; Nikolay Arefyev; Alexander Panchenko (SemEval@ACL/IJCNLP, 2021)

The Document Vectors Using Cosine Similarity Revisited. - Bingyu Zhang; Nikolay Arefyev (Insights@ACL, 2022)

DeepMistake at LSCDiscovery: Can a Multilingual Word-in-Context Model Replace Human Annotators? - Daniil Homskiy; Nikolay Arefyev (LChange@ACL, 2022)

BOS at LSCDiscovery: Lexical Substitution for Interpretable Lexical Semantic Change Detection. - Artem Kudisov; Nikolay Arefyev (LChange@ACL, 2022)

GlossReader at LSCDiscovery: Train to Select a Proper Gloss in English - Discover Lexical Semantic Change in Spanish. - Maxim Rachinskiy; Nikolay Arefyev (LChange@ACL, 2022)

A New Massive Multilingual Dataset for High-Performance Language Technologies. - Ona de Gibert; Graeme Nail; Nikolay Arefyev; Marta Bañón; Jelmer van der Linde; Shaoxiong Ji; Jaume Zaragoza-Bernabeu; Mikko Aulamo; Gema Ramírez-Sánchez; Andrey Kutuzov; Sampo Pyysalo; Stephan Oepen; et al. (LREC/COLING, 2024)

Multilingual Substitution-based Word Sense Induction. - Denis Kokosinskii; Nikolay Arefyev (LREC/COLING, 2024)

Enriching Word Usage Graphs with Cluster Definitions. - Andrey Kutuzov; Mariia Fedorova; Dominik Schlechtweg; Nikolay Arefyev (LREC/COLING, 2024)

HPLT's First Release of Data and Models. - Nikolay Arefyev; Mikko Aulamo; Pinzhen Chen; Ona De Gibert Bonet; Barry Haddow; Jindrich Helcl; Bhavitvya Malik; Gema Ramírez-Sánchez; Pavel Stepachev; Jörg Tiedemann; Dusan Varis; Jaume Zaragoza-Bernabeu (EAMT (2), 2024)

The LSCD Benchmark: a Testbed for Diachronic Word Meaning Tasks. - Dominik Schlechtweg; Shafqat Mumtaz Virk; Nikolay Arefyev (CoRR, 2024)

Deep-change at AXOLOTL-24: Orchestrating WSD and WSI Models for Semantic Change Modeling. - Denis Kokosinskii; Mikhail Kuklin; Nikolay Arefyev (CoRR, 2024)

Text augmentation for semantic frame induction and parsing. - Saba Anwar; Artem Shelmanov; Nikolay Arefyev; Alexander Panchenko; Chris Biemann (Lang. Resour. Evaluation, 2024)

An Expanded Massive Multilingual Dataset for High-Performance Language Technologies (HPLT). - Laurie Burchell; Ona De Gibert Bonet; Nikolay Arefyev; Mikko Aulamo; Marta Bañón; Pinzhen Chen; Mariia Fedorova; Liane Guillou; Barry Haddow; Jan Hajic; Jindrich Helcl; Erik Henriksson; et al. (ACL (1), 2025)

Deep-change at CoMeDi: the Cross-Entropy Loss is not All You Need. - Mikhail Kuklin; Nikolay Arefyev (COLING Workshops, 2025)

An Expanded Massive Multilingual Dataset for High-Performance Language Technologies. - Laurie Burchell; Ona de Gibert; Nikolay Arefyev; Mikko Aulamo; Marta Bañón; Pinzhen Chen; Mariia Fedorova; Liane Guillou; Barry Haddow; Jan Hajic; Jindrich Helcl; Erik Henriksson; et al. (CoRR, 2025)

Sense through time: diachronic word sense annotations for word sense induction and Lexical Semantic Change Detection. - Dominik Schlechtweg; Frank D. Zamora-Reina; Felipe Bravo-Marquez; Nikolay Arefyev (Lang. Resour. Evaluation, 2025)