Nikolay Arefyev

According to our database, Nikolay Arefyev authored at least 28 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Enriching Word Usage Graphs with Cluster Definitions.

Mariia Fedorova, Andrey Kutuzov, Nikolay Arefyev, Dominik Schlechtweg

CoRR, 2024

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, Jörg Tiedemann

CoRR, 2024

2022

GlossReader at LSCDiscovery: Train to Select a Proper Gloss in English - Discover Lexical Semantic Change in Spanish.

Maxim Rachinskiy, Nikolay Arefyev

Proceedings of the 3rd Workshop on Computational Approaches to Historical Language Change, 2022

BOS at LSCDiscovery: Lexical Substitution for Interpretable Lexical Semantic Change Detection.

Artem Kudisov, Nikolay Arefyev

Proceedings of the 3rd Workshop on Computational Approaches to Historical Language Change, 2022

DeepMistake at LSCDiscovery: Can a Multilingual Word-in-Context Model Replace Human Annotators?

Daniil Homskiy, Nikolay Arefyev

Proceedings of the 3rd Workshop on Computational Approaches to Historical Language Change, 2022

The Document Vectors Using Cosine Similarity Revisited.

Bingyu Zhang, Nikolay Arefyev

Proceedings of the Third Workshop on Insights from Negative Results in NLP, 2022

2021

SkoltechNLP at SemEval-2021 Task 2: Generating Cross-Lingual Training Data for the Word-in-Context Task.

Anton Razzhigaev, Nikolay Arefyev, Alexander Panchenko

Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

GlossReader at SemEval-2021 Task 2: Reading Definitions Improves Contextualized Word Embeddings.

Maxim Rachinskiy, Nikolay Arefyev

Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

LIORI at SemEval-2021 Task 8: Ask Transformer for measurements.

Adis Davletov, Denis Gordeev, Nikolay Arefyev, Emil T. Davletov

Proceedings of the 15th International Workshop on Semantic Evaluation, 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

Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

NB-MLM: Efficient Domain Adaptation of Masked Language Models for Sentiment Analysis.

Nikolay Arefyev, Dmitry Kharchev, Artem Shelmanov

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020

Combining Neural Language Models for WordSense Induction.

Nikolay Arefyev, Boris Sheludko, Tatiana Aleksashina

CoRR, 2020

A Comparative Study of Lexical Substitution Approaches based on Neural Language Models.

Nikolay Arefyev, Boris Sheludko, Alexander Podolskiy, Alexander Panchenko

CoRR, 2020

Gorynych Transformer at SemEval-2020 Task 6: Multi-task Learning for Definition Extraction.

Adis Davletov, Nikolay Arefyev, Alexander Shatilov, Denis Gordeev, Alexey Rey

Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020

BOS at SemEval-2020 Task 1: Word Sense Induction via Lexical Substitution for Lexical Semantic Change Detection.

Nikolay Arefyev, Vasily Zhikov

Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020

Cross-lingual Named Entity List Search via Transliteration.

Aleksandr Khakhmovich, Svetlana V. Pavlova, Kira Kirillova, Nikolay Arefyev, Ekaterina Savilova

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Always Keep your Target in Mind: Studying Semantics and Improving Performance of Neural Lexical Substitution.

Nikolay Arefyev, Boris Sheludko, Alexander Podolskiy, Alexander Panchenko

Proceedings of the 28th International Conference on Computational Linguistics, 2020

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

Proceedings of the 13th International Workshop on Semantic Evaluation, 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

Proceedings of the 13th International Workshop on Semantic Evaluation, 2019

Combining Lexical Substitutes in Neural Word Sense Induction.

Nikolay Arefyev, Boris Sheludko, Alexander Panchenko

Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2019

Combining Neural Language Models for Word Sense Induction.

Nikolay Arefyev, Boris Sheludko, Tatiana Aleksashina

Proceedings of the Analysis of Images, Social Networks and Texts, 2019

2018

How much does a word weigh? Weighting word embeddings for word sense induction.

Nikolay Arefyev, Pavel Ermolaev, Alexander Panchenko

CoRR, 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

Neural Networks with Attention for Word Sense Induction.

Oleg Struyanskiy, Nikolay Arefyev

Proceedings of the Supplementary Proceedings of the Seventh International Conference on Analysis of Images, Social Networks and Texts (AIST 2018), Moscow, Russia, July 5, 2018

2017

Negative Sampling Improves Hypernymy Extraction Based on Projection Learning.

Dmitry Ustalov, Nikolay Arefyev, Chris Biemann, Alexander Panchenko

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Baselines and Symbol N-Grams: Simple Part-Of-Speech Tagging of Russian.

Nikolay Arefyev, Pavel Ermolaev

Proceedings of the Supplementary Proceedings of the Sixth International Conference on Analysis of Images, Social Networks and Texts (AIST 2017), Moscow, Russia, July 27, 2017

2016

Making Sense of Word Embeddings.

Maria Pelevina, Nikolay Arefiev, Chris Biemann, Alexander Panchenko

Proceedings of the 1st Workshop on Representation Learning for NLP, 2016

Human and Machine Judgements for Russian Semantic Relatedness.

Alexander Panchenko, Dmitry Ustalov, Nikolay Arefyev, Denis Paperno, Natalia Konstantinova, Natalia V. Loukachevitch, Chris Biemann

Proceedings of the Analysis of Images, Social Networks and Texts, 2016