Nikolay Arefyev

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 40

Top Topics

Change Detection

Word Sense Induction

Top Venues

SemEval@ACL/IJCNLP

Publications

Dominik Schlechtweg, Shafqat Mumtaz Virk, Nikolay Arefyev
The LSCD Benchmark: a Testbed for Diachronic Word Meaning Tasks. CoRR (2024)
Mariia Fedorova, Andrey Kutuzov, Nikolay Arefyev, Dominik Schlechtweg
Enriching Word Usage Graphs with Cluster Definitions. CoRR (2024)
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
A New Massive Multilingual Dataset for High-Performance Language Technologies. CoRR (2024)
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
A New Massive Multilingual Dataset for High-Performance Language Technologies. LREC/COLING (2024)
Andrey Kutuzov, Mariia Fedorova, Dominik Schlechtweg, Nikolay Arefyev
Enriching Word Usage Graphs with Cluster Definitions. LREC/COLING (2024)
Denis Kokosinskii, Nikolay Arefyev
Multilingual Substitution-based Word Sense Induction. LREC/COLING (2024)
Denis Kokosinskii, Nikolay Arefyev
Multilingual Substitution-based Word Sense Induction. CoRR (2024)
Saba Anwar, Artem Shelmanov, Nikolay Arefyev, Alexander Panchenko, Chris Biemann
Text augmentation for semantic frame induction and parsing. Lang. Resour. Evaluation 58 (2) (2024)
Nikolay Arefyev, Boris Sheludko, Alexander Podolskiy, Alexander Panchenko
Always Keep your Target in Mind: Studying Semantics and Improving Performance of Neural Lexical Substitution. CoRR (2022)
Bingyu Zhang, Nikolay Arefyev
The Document Vectors Using Cosine Similarity Revisited. CoRR (2022)
Maxim Rachinskiy, Nikolay Arefyev
GlossReader at LSCDiscovery: Train to Select a Proper Gloss in English - Discover Lexical Semantic Change in Spanish. LChange@ACL (2022)
Artem Kudisov, Nikolay Arefyev
BOS at LSCDiscovery: Lexical Substitution for Interpretable Lexical Semantic Change Detection. CoRR (2022)
Bingyu Zhang, Nikolay Arefyev
The Document Vectors Using Cosine Similarity Revisited. Insights@ACL (2022)
Artem Kudisov, Nikolay Arefyev
BOS at LSCDiscovery: Lexical Substitution for Interpretable Lexical Semantic Change Detection. LChange@ACL (2022)
Daniil Homskiy, Nikolay Arefyev
DeepMistake at LSCDiscovery: Can a Multilingual Word-in-Context Model Replace Human Annotators? LChange@ACL (2022)
Adis Davletov, Nikolay Arefyev, Denis Gordeev, Alexey Rey
LIORI at SemEval-2021 Task 2: Span Prediction and Binary Classification approaches to Word-in-Context Disambiguation. SemEval@ACL/IJCNLP (2021)
Nikolay Arefyev, Dmitry Kharchev, Artem Shelmanov
NB-MLM: Efficient Domain Adaptation of Masked Language Models for Sentiment Analysis. EMNLP (1) (2021)
Adis Davletov, Denis Gordeev, Nikolay Arefyev, Emil T. Davletov
LIORI at SemEval-2021 Task 8: Ask Transformer for measurements. SemEval@ACL/IJCNLP (2021)
Maxim Rachinskiy, Nikolay Arefyev
GlossReader at SemEval-2021 Task 2: Reading Definitions Improves Contextualized Word Embeddings. SemEval@ACL/IJCNLP (2021)
Anton Razzhigaev, Nikolay Arefyev, Alexander Panchenko
SkoltechNLP at SemEval-2021 Task 2: Generating Cross-Lingual Training Data for the Word-in-Context Task. SemEval@ACL/IJCNLP (2021)
Nikolay Arefyev, Boris Sheludko, Alexander Podolskiy, Alexander Panchenko
A Comparative Study of Lexical Substitution Approaches based on Neural Language Models. CoRR (2020)
Nikolay Arefyev, Boris Sheludko, Tatiana Aleksashina
Combining Neural Language Models for WordSense Induction. CoRR (2020)
Adis Davletov, Nikolay Arefyev, Alexander Shatilov, Denis Gordeev, Alexey Rey
Gorynych Transformer at SemEval-2020 Task 6: Multi-task Learning for Definition Extraction. SemEval@COLING (2020)
Nikolay Arefyev, Boris Sheludko, Alexander Podolskiy, Alexander Panchenko
Always Keep your Target in Mind: Studying Semantics and Improving Performance of Neural Lexical Substitution. COLING (2020)
Nikolay Arefyev, Vasily Zhikov
BOS at SemEval-2020 Task 1: Word Sense Induction via Lexical Substitution for Lexical Semantic Change Detection. SemEval@COLING (2020)
Aleksandr Khakhmovich, Svetlana V. Pavlova, Kira Kirillova, Nikolay Arefyev, Ekaterina Savilova
Cross-lingual Named Entity List Search via Transliteration. LREC (2020)
Nikolay Arefyev, Boris Sheludko, Alexander Panchenko
Combining Lexical Substitutes in Neural Word Sense Induction. RANLP (2019)
Saba Anwar, Dmitry Ustalov, Nikolay Arefyev, Simone Paolo Ponzetto, Chris Biemann, Alexander Panchenko
HHMM at SemEval-2019 Task 2: Unsupervised Frame Induction using Contextualized Word Embeddings. SemEval@NAACL-HLT (2019)
Nikolay Arefyev, Boris Sheludko, Tatiana Aleksashina
Combining Neural Language Models for Word Sense Induction. AIST (2019)
Saba Anwar, Dmitry Ustalov, Nikolay Arefyev, Simone Paolo Ponzetto, Chris Biemann, Alexander Panchenko
HHMM at SemEval-2019 Task 2: Unsupervised Frame Induction using Contextualized Word Embeddings. CoRR (2019)
Nikolay Arefyev, Boris Sheludko, Adis Davletov, Dmitry Kharchev, Alex Nevidomsky, Alexander Panchenko
Neural GRANNy at SemEval-2019 Task 2: A combined approach for better modeling of semantic relationships in semantic frame induction. SemEval@NAACL-HLT (2019)
Nikolay Arefyev, Pavel Ermolaev, Alexander Panchenko
How much does a word weigh? Weighting word embeddings for word sense induction. CoRR (2018)
Alexander Panchenko, Anastasiya Lopukhina, Dmitry Ustalov, Konstantin Lopukhin, Nikolay Arefyev, Alexey Leontyev, Natalia V. Loukachevitch
RUSSE'2018: A Shared Task on Word Sense Induction for the Russian Language. CoRR (2018)
Oleg Struyanskiy, Nikolay Arefyev
Neural Networks with Attention for Word Sense Induction. AIST (Supplement) (2018)
Alexander Panchenko, Dmitry Ustalov, Nikolay Arefyev, Denis Paperno, Natalia Konstantinova, Natalia V. Loukachevitch, Chris Biemann
Human and Machine Judgements for Russian Semantic Relatedness. CoRR (2017)
Dmitry Ustalov, Nikolay Arefyev, Chris Biemann, Alexander Panchenko
Negative Sampling Improves Hypernymy Extraction Based on Projection Learning. CoRR (2017)
Dmitry Ustalov, Nikolay Arefyev, Chris Biemann, Alexander Panchenko
Negative Sampling Improves Hypernymy Extraction Based on Projection Learning. EACL (2) (2017)
Nikolay Arefyev, Pavel Ermolaev
Baselines and Symbol N-Grams: Simple Part-Of-Speech Tagging of Russian. AIST (Supplement) (2017)
Maria Pelevina, Nikolay Arefyev, Chris Biemann, Alexander Panchenko
Making Sense of Word Embeddings. CoRR (2017)
Alexander Panchenko, Dmitry Ustalov, Nikolay Arefyev, Denis Paperno, Natalia Konstantinova, Natalia V. Loukachevitch, Chris Biemann
Human and Machine Judgements for Russian Semantic Relatedness. AIST (2016)