Nikolay Arefyev

48 papers A 1B 2Misc 3Journal 20Unranked 22

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	OpenLID-v3: Improving the Precision of Closely Related Language Identification - An Experience Report. CoRR Mariia Fedorova, Nikolay Arefyev, Maja Buljan, Jindrich Helcl, Stephan Oepen, Egil Rønningstad, Yves Scherrer
2025	—	`conf`	An Expanded Massive Multilingual Dataset for High-Performance Language Technologies (HPLT). ACL (1) 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, Mateusz Klimaszewski, Ville Komulainen, Andrey Kutuzov, Joona Kytöniemi, Veronika Laippala, Petter Mæhlum, Bhavitvya Malik, Farrokh Mehryary, Vladislav Mikhailov, Nikita Moghe, Amanda Myntti, Dayyán O'Brien, Stephan Oepen, Proyag Pal, Jousia Piha, Sampo Pyysalo, Gema Ramírez-Sánchez, David Samuel, Pavel Stepachev, Jörg Tiedemann, Dusan Varis, Tereza Vojtechová, Jaume Zaragoza-Bernabeu
2025	J	`jnl`	An Expanded Massive Multilingual Dataset for High-Performance Language Technologies. CoRR 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, Mateusz Klimaszewski, Ville Komulainen, Andrey Kutuzov, Joona Kytöniemi, Veronika Laippala, Petter Mæhlum, Bhavitvya Malik, Farrokh Mehryary, Vladislav Mikhailov, Nikita Moghe, Amanda Myntti, Dayyán O'Brien, Stephan Oepen, Proyag Pal, Jousia Piha, Sampo Pyysalo, Gema Ramírez-Sánchez, David Samuel, Pavel Stepachev, Jörg Tiedemann, Dusan Varis, Tereza Vojtechová, Jaume Zaragoza-Bernabeu
2025	A	`conf`	Can Large Language Models Compete with Specialized Models in Lexical Semantic Change Detection? ECAI Frank D. Zamora-Reina, Felipe Bravo-Marquez, Dominik Schlechtweg, Nikolay Arefyev
2025	—	`conf`	Deep-change at CoMeDi: the Cross-Entropy Loss is not All You Need. COLING Workshops Mikhail Kuklin, Nikolay Arefyev
2025	J	`jnl`	Sense through time: diachronic word sense annotations for word sense induction and Lexical Semantic Change Detection. Lang. Resour. Evaluation Dominik Schlechtweg, Frank D. Zamora-Reina, Felipe Bravo-Marquez, Nikolay Arefyev
2024	—	`conf`	A New Massive Multilingual Dataset for High-Performance Language Technologies. LREC/COLING 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, Jörg Tiedemann
2024	J	`jnl`	A New Massive Multilingual Dataset for High-Performance Language Technologies. CoRR 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, Jörg Tiedemann
2024	J	`jnl`	Deep-change at AXOLOTL-24: Orchestrating WSD and WSI Models for Semantic Change Modeling. CoRR Denis Kokosinskii, Mikhail Kuklin, Nikolay Arefyev
2024	—	`conf`	Enriching Word Usage Graphs with Cluster Definitions. LREC/COLING Andrey Kutuzov, Mariia Fedorova, Dominik Schlechtweg, Nikolay Arefyev
2024	J	`jnl`	Enriching Word Usage Graphs with Cluster Definitions. CoRR Mariia Fedorova, Andrey Kutuzov, Nikolay Arefyev, Dominik Schlechtweg
2024	—	`conf`	HPLT's First Release of Data and Models. EAMT (2) 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
2024	—	`conf`	Multilingual Substitution-based Word Sense Induction. LREC/COLING Denis Kokosinskii, Nikolay Arefyev
2024	J	`jnl`	Multilingual Substitution-based Word Sense Induction. CoRR Denis Kokosinskii, Nikolay Arefyev
2024	J	`jnl`	Text augmentation for semantic frame induction and parsing. Lang. Resour. Evaluation Saba Anwar, Artem Shelmanov, Nikolay Arefyev, Alexander Panchenko, Chris Biemann
2024	J	`jnl`	The LSCD Benchmark: a Testbed for Diachronic Word Meaning Tasks. CoRR Dominik Schlechtweg, Shafqat Mumtaz Virk, Nikolay Arefyev
2022	J	`jnl`	Always Keep your Target in Mind: Studying Semantics and Improving Performance of Neural Lexical Substitution. CoRR Nikolay Arefyev, Boris Sheludko, Alexander Podolskiy, Alexander Panchenko
2022	—	`conf`	BOS at LSCDiscovery: Lexical Substitution for Interpretable Lexical Semantic Change Detection. LChange@ACL Artem Kudisov, Nikolay Arefyev
2022	J	`jnl`	BOS at LSCDiscovery: Lexical Substitution for Interpretable Lexical Semantic Change Detection. CoRR Artem Kudisov, Nikolay Arefyev
2022	—	`conf`	DeepMistake at LSCDiscovery: Can a Multilingual Word-in-Context Model Replace Human Annotators? LChange@ACL Daniil Homskiy, Nikolay Arefyev
2022	—	`conf`	GlossReader at LSCDiscovery: Train to Select a Proper Gloss in English - Discover Lexical Semantic Change in Spanish. LChange@ACL Maxim Rachinskiy, Nikolay Arefyev
2022	—	`conf`	The Document Vectors Using Cosine Similarity Revisited. Insights@ACL Bingyu Zhang, Nikolay Arefyev
2022	J	`jnl`	The Document Vectors Using Cosine Similarity Revisited. CoRR Bingyu Zhang, Nikolay Arefyev
2021	—	`conf`	GlossReader at SemEval-2021 Task 2: Reading Definitions Improves Contextualized Word Embeddings. SemEval@ACL/IJCNLP Maxim Rachinskiy, Nikolay Arefyev
2021	—	`conf`	LIORI at SemEval-2021 Task 2: Span Prediction and Binary Classification approaches to Word-in-Context Disambiguation. SemEval@ACL/IJCNLP Adis Davletov, Nikolay Arefyev, Denis Gordeev, Alexey Rey
2021	—	`conf`	LIORI at SemEval-2021 Task 8: Ask Transformer for measurements. SemEval@ACL/IJCNLP Adis Davletov, Denis Gordeev, Nikolay Arefyev, Emil T. Davletov
2021	—	`conf`	NB-MLM: Efficient Domain Adaptation of Masked Language Models for Sentiment Analysis. EMNLP (1) Nikolay Arefyev, Dmitry Kharchev, Artem Shelmanov
2021	—	`conf`	SkoltechNLP at SemEval-2021 Task 2: Generating Cross-Lingual Training Data for the Word-in-Context Task. SemEval@ACL/IJCNLP Anton Razzhigaev, Nikolay Arefyev, Alexander Panchenko
2020	J	`jnl`	A Comparative Study of Lexical Substitution Approaches based on Neural Language Models. CoRR Nikolay Arefyev, Boris Sheludko, Alexander Podolskiy, Alexander Panchenko
2020	B	`conf`	Always Keep your Target in Mind: Studying Semantics and Improving Performance of Neural Lexical Substitution. COLING Nikolay Arefyev, Boris Sheludko, Alexander Podolskiy, Alexander Panchenko
2020	—	`conf`	BOS at SemEval-2020 Task 1: Word Sense Induction via Lexical Substitution for Lexical Semantic Change Detection. SemEval@COLING Nikolay Arefyev, Vasily Zhikov
2020	J	`jnl`	Combining Neural Language Models for WordSense Induction. CoRR Nikolay Arefyev, Boris Sheludko, Tatiana Aleksashina
2020	B	`conf`	Cross-lingual Named Entity List Search via Transliteration. LREC Aleksandr Khakhmovich, Svetlana Pavlova, Kira Kirillova, Nikolay Arefyev, Ekaterina Savilova
2020	—	`conf`	Gorynych Transformer at SemEval-2020 Task 6: Multi-task Learning for Definition Extraction. SemEval@COLING Adis Davletov, Nikolay Arefyev, Alexander Shatilov, Denis Gordeev, Alexey Rey
2019	Misc	`conf`	Combining Lexical Substitutes in Neural Word Sense Induction. RANLP Nikolay Arefyev, Boris Sheludko, Alexander Panchenko
2019	Misc	`conf`	Combining Neural Language Models for Word Sense Induction. AIST Nikolay Arefyev, Boris Sheludko, Tatiana Aleksashina
2019	—	`conf`	HHMM at SemEval-2019 Task 2: Unsupervised Frame Induction using Contextualized Word Embeddings. SemEval@NAACL-HLT Saba Anwar, Dmitry Ustalov, Nikolay Arefyev, Simone Paolo Ponzetto, Chris Biemann, Alexander Panchenko
2019	J	`jnl`	HHMM at SemEval-2019 Task 2: Unsupervised Frame Induction using Contextualized Word Embeddings. CoRR Saba Anwar, Dmitry Ustalov, Nikolay Arefyev, Simone Paolo Ponzetto, Chris Biemann, Alexander Panchenko
2019	—	`conf`	Neural GRANNy at SemEval-2019 Task 2: A combined approach for better modeling of semantic relationships in semantic frame induction. SemEval@NAACL-HLT Nikolay Arefyev, Boris Sheludko, Adis Davletov, Dmitry Kharchev, Alex Nevidomsky, Alexander Panchenko
2018	J	`jnl`	How much does a word weigh? Weighting word embeddings for word sense induction. CoRR Nikolay Arefyev, Pavel Ermolaev, Alexander Panchenko
2018	—	`conf`	Neural Networks with Attention for Word Sense Induction. AIST (Supplement) Oleg Struyanskiy, Nikolay Arefyev
2018	J	`jnl`	RUSSE'2018: A Shared Task on Word Sense Induction for the Russian Language. CoRR Alexander Panchenko, Anastasiya Lopukhina, Dmitry Ustalov, Konstantin Lopukhin, Nikolay Arefyev, Alexey Leontyev, Natalia V. Loukachevitch
2017	—	`conf`	Baselines and Symbol N-Grams: Simple Part-Of-Speech Tagging of Russian. AIST (Supplement) Nikolay Arefyev, Pavel Ermolaev
2017	J	`jnl`	Human and Machine Judgements for Russian Semantic Relatedness. CoRR Alexander Panchenko, Dmitry Ustalov, Nikolay Arefyev, Denis Paperno, Natalia Konstantinova, Natalia V. Loukachevitch, Chris Biemann
2017	J	`jnl`	Making Sense of Word Embeddings. CoRR Maria Pelevina, Nikolay Arefyev, Chris Biemann, Alexander Panchenko
2017	—	`conf`	Negative Sampling Improves Hypernymy Extraction Based on Projection Learning. EACL (2) Dmitry Ustalov, Nikolay Arefyev, Chris Biemann, Alexander Panchenko
2017	J	`jnl`	Negative Sampling Improves Hypernymy Extraction Based on Projection Learning. CoRR Dmitry Ustalov, Nikolay Arefyev, Chris Biemann, Alexander Panchenko
2016	Misc	`conf`	Human and Machine Judgements for Russian Semantic Relatedness. AIST Alexander Panchenko, Dmitry Ustalov, Nikolay Arefyev, Denis Paperno, Natalia Konstantinova, Natalia V. Loukachevitch, Chris Biemann